https://wiki.santafe.edu/api.php?action=feedcontributions&user=Mm&feedformat=atomSanta Fe Institute Events Wiki - User contributions [en]2021-01-25T05:30:57ZUser contributionsMediaWiki 1.32.0https://wiki.santafe.edu/index.php?title=SFI_Short_Course_2015_-_Readings_2015&diff=59315SFI Short Course 2015 - Readings 20152015-08-17T23:42:30Z<p>Mm: /* Melanie Mitchell */</p>
<hr />
<div>{{SFI Short Course 2015}}<br />
<br><br />
==Melanie Mitchell==<br />
<br />
[http://www.amazon.com/Complexity-Guided-Tour-Melanie-Mitchell/dp/0199798109/ref=tmm_pap_title_0 Complexity: A Guided Tour]<br />
<br><br />
[https://www.bigquestionsonline.com/content/how-can-study-complexity-transform-our-understanding-world How Can the Study of Complexity Transform Our Understanding of the World?]<br />
<br />
==W. Brian Arthur==<br />
<br />
[http://tuvalu.santafe.edu/~wbarthur/Papers/End_of_Certainty_Web.pdf The End of Certainty in Economics]<br />
<br><br />
[http://tuvalu.santafe.edu/~wbarthur/Papers/Comp.Econ.SFI.pdf Complexity Economics: A Different Framework for Economic Thought]<br />
<br><br />
[http://tuvalu.santafe.edu/~wbarthur/Papers/All%20Systems%20Gamed.pdf All Systems will be Gamed: Exploitive Behavior in Economic and Social Systems]<br />
<br><br />
<br />
==Rob Axtell==<br />
[http://www-personal.umich.edu/~axe/research/Aligning_Sim.pdf Aligning Simulation Models: A Case Study and Results]<br />
<br><br />
[http://www.santafe.edu/media/workingpapers/98-10-094.pdf Understanding Anasazi Culture Change Through Agent-Based Modeling]<br />
<br><br />
[http://www.amazon.com/Growing-Artificial-Societies-Adaptive-Paperback/dp/B00RKQCC30/ref=sr_1_3?s=books&ie=UTF8&qid=1424363427&sr=1-3 Growing Artificial Societies: Social Science From the Bottom Up (Complex Adaptive Systems)]<br />
<br />
==Aaron Clauset==<br />
<br />
[http://arxiv.org/abs/0706.1062 Power-Law Distributions in Empirical Data]<br />
<br><br />
[http://arxiv.org/abs/0811.0484 Hierarchical Structure and the Prediction of Missing Links in Networks]<br />
<br><br />
[http://arxiv.org/abs/0901.0251 The Evolution and Distribution of Species Body Size]<br />
<br><br />
[http://arxiv.org/abs/physics/0606007 On the Frequency of Severe Terrorist Events]<br />
<br />
==Mirta Galesic==<br />
<br />
[http://mindmodeling.org/cogsci2013/papers/0339/paper0339.pdf Social Learning in Complex Networks]<br><br />
[http://jcc.sagepub.com/content/45/1/62 Stereotypes about Men's and Women's Institutions]<br><br />
<br />
==Scott Page==<br />
<br />
[http://vserver1.cscs.lsa.umich.edu/~spage/PAPERS/LearningandDiversity.pdf Individual Learning and Collective Intelligence]<br><br />
[http://vserver1.cscs.lsa.umich.edu/~spage/PAPERS/KnowledgeEngineer.pdf Aggregation in Agent-Based Models of Economics]<br><br />
[http://vserver1.cscs.lsa.umich.edu/~spage/PAPERS/CoordintionConsistency.pdf Emergent Cultural Signatures and Persistent Diversity: A Model of Conformity and Consistency]<br><br />
[http://vserver1.cscs.lsa.umich.edu/~spage/PAPERS/CollectWisdomParissubmitted.pdf Some Microfoundations of Collective Wisdom]<br />
<br />
==Rajiv Sethi==<br />
<br />
[http://www.columbia.edu/~rs328/MarketEcology.pdf Market Ecology and the Economics of Crisis]<br><br />
[http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0104219 Inside Money, Procyclical Leverage, and Banking Catastrophes]<br><br />
[http://onlinelibrary.wiley.com/doi/10.1111/j.1467-9779.2010.01458.x/abstract A Remark on Color-Blind Affirmative Action]<br><br />
[http://www.sciencedirect.com/science/article/pii/S0094119010000343 Homicide in Black and White]<br />
<br />
==Deborah Strumsky==<br />
<br />
[http://arxiv.org/abs/1406.2938 Invention as a Combinatorial Process: Evidence from U.S. Patents] <br><br />
[http://arxiv.org/pdf/1405.3202.pdf The Systematic Structure and Predictability of Urban Business Diversity]<br><br />
[http://www.researchgate.net/publication/267534203_Patterns_of_Innovation_and_the_Role_of_Innovation_Hubs Patterns of Innovation and the Role of Innovation Hubs]<br><br />
[http://www.researchgate.net/publication/260746365_Metropolitan_innovation_firm_size_and_business_survival_in_a_high-tech_industry Metropolitan Innovation Firm Size and Business Survival in a High-Tech Industry]<br />
<br />
==Geoffrey West==<br />
[http://www.cs.unm.edu/~forrest/classes/cs365/readings/Life%27sUniversalScalingLaws.pdf Life's Universal Scaling Laws]<br><br />
[http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1852329/ Growth, Innovation, Scaling and the Pace of Life in Cities]<br></div>Mmhttps://wiki.santafe.edu/index.php?title=SFI_Short_Course_2015_-_Agenda_2015&diff=59314SFI Short Course 2015 - Agenda 20152015-08-17T23:34:45Z<p>Mm: </p>
<hr />
<div>{{SFI Short Course 2015}}<br />
<br />
<br />
'''Short Course: Exploring Complexity in Social Systems and Economics'''<br><br />
'''Tuesday August 25 – Thursday August 27, 2015'''<br><br />
'''Noyce Conference Room, Santa Fe Institute, Santa Fe, NM, USA'''<br><br />
<br><br />
<br><br />
<!-- put content below here --><br />
<br />
{| border="1" cellpadding="2"<br />
! scope="col"width="100" align="center | Time<br />
! scope="col"width="700" align="center | Activity<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Tuesday, August 25</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-9:00am<br />
|'''David Krakauer''' (President, SFI): Welcome and Introduction to the Santa Fe Institute <br />
|-<br />
|9:00-10:00am<br />
|'''Melanie Mitchell:''' ''Introduction to Complexity'' <br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Rob Axtell:''' ''Agent Computing as a Gateway to Complexity in the Social Sciences''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00-2:30pm<br />
|'''Aaron Clauset:''' ''Introduction to Networks''<br />
<br />
|-<br />
|2:30-3:00pm<br />
|Break<br />
|-<br />
|3:00-4:30pm<br />
|'''Aaron Clauset:''' ''Networks: Analyzing Their Large-Scale Structure''<br />
|-<br />
|4:30-5:00pm<br />
|Shuttle from SFI to Hotel Santa Fe<br />
|-<br />
|5:00-6:30pm '''At Hotel Santa Fe'''<br />
|Reception / Buffet Dinner at Hotel Santa Fe<br />
|-<br />
|7:00-8:00pm<br />
|'''Brian Arthur:''' ''Complexity and the Economy''<br />
|-<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Wednesday, August 26</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-10:00am<br />
|'''Deborah Strumsky:''' ''Technological Change as an Evolutionary Process: A Complex Systems Perspective''<br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Mirta Galesic:''' ''How Interaction of Minds and Social Systems Shapes our Judgments''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00-2:30pm<br />
|'''Rajiv Sethi:''' ''Agent-Based Computational Economics''<br />
|-<br />
|2:30-3:00pm<br />
|Break<br />
|-<br />
|3:00-4:30pm<br />
|'''Scott Page:''' ''Confronting Complexity With Many Models''<br />
|-<br />
|4:30-5:00pm<br />
|Informal discussion/questions<br />
|-<br />
|5:15pm<br />
|Shuttle from SFI to Hotel Santa Fe<br />
|-<br />
|<br />
|Dinner on your own<br />
|-<br />
<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Thursday, August 27</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-10:00am<br />
|'''Geoffrey West:''' ''Is a Quantitative, Predictive Science of Cities and Companies Conceivable?''<br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Faculty Panel Discussion'''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00pm<br />
|Adjourn <br />
|-<br />
|1:30pm<br />
|Shuttle to Hotel Santa Fe <br />
|-</div>Mmhttps://wiki.santafe.edu/index.php?title=SFI_Short_Course_2015_-_Agenda_2015&diff=59313SFI Short Course 2015 - Agenda 20152015-08-17T23:33:45Z<p>Mm: </p>
<hr />
<div>{{SFI Short Course 2015}}<br />
<br />
<br />
'''Short Course: Exploring Complexity in Social Systems and Economics'''<br><br />
'''Tuesday August 25 – Thursday August 27, 2015'''<br><br />
'''Noyce Conference Room, Santa Fe Institute, Santa Fe, NM, USA'''<br><br />
<br><br />
<br><br />
<!-- put content below here --><br />
<br />
{| border="1" cellpadding="2"<br />
! scope="col"width="100" align="center | Time<br />
! scope="col"width="700" align="center | Activity<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Tuesday, August 25</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-9:00am<br />
|'''David Krakauer''' (President, SFI): Welcome and Introduction to the Santa Fe Institute <br />
|-<br />
|9:00-10:00am<br />
|'''Melanie Mitchell:''' ''Introduction to Complexity'' <br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Rob Axtell:''' ''Agent Computing as a Gateway to Complexity in the Social Sciences''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00-2:30pm<br />
|'''Aaron Clauset:''' ''Introduction to Networks''<br />
<br />
|-<br />
|2:30-3:00pm<br />
|Break<br />
|-<br />
|3:00-4:30pm<br />
|'''Aaron Clauset:''' ''Networks: Analyzing Their Large-Scale Structure''<br />
|-<br />
|4:30-5:00pm<br />
|Shuttle from SFI to Hotel Santa Fe<br />
|-<br />
|5:00-6:30pm '''At Hotel Santa Fe'''<br />
|Reception / Buffet Dinner at Hotel Santa Fe<br />
|-<br />
|7:00-8:00pm<br />
|'''Brian Arthur:''' ''Complexity and the Economy''<br />
|-<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Wednesday, August 26</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-10:00am<br />
|'''Deborah Strumsky:''' ''Technological change as an evolutionary process – a complex systems perspective''<br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Mirta Galesic:''' ''How Interaction of Minds and Social Systems Shapes our Judgments''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00-2:30pm<br />
|'''Rajiv Sethi:''' ''Agent-Based Computational Economics''<br />
|-<br />
|2:30-3:00pm<br />
|Break<br />
|-<br />
|3:00-4:30pm<br />
|'''Scott Page:''' ''Confronting Complexity With Many Models''<br />
|-<br />
|4:30-5:00pm<br />
|Informal discussion/questions<br />
|-<br />
|5:15pm<br />
|Shuttle from SFI to Hotel Santa Fe<br />
|-<br />
|<br />
|Dinner on your own<br />
|-<br />
<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Thursday, August 27</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-10:00am<br />
|'''Geoffrey West:''' ''Is a Quantitative, Predictive Science of Cities and Companies Conceivable?''<br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Faculty Panel Discussion'''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00pm<br />
|Adjourn <br />
|-<br />
|1:30pm<br />
|Shuttle to Hotel Santa Fe <br />
|-</div>Mmhttps://wiki.santafe.edu/index.php?title=SFI_Short_Course_2015_-_Agenda_2015&diff=59292SFI Short Course 2015 - Agenda 20152015-08-06T20:34:28Z<p>Mm: </p>
<hr />
<div>{{SFI Short Course 2015}}<br />
<br />
<br />
'''Short Course: Exploring Complexity in Social Systems and Economics'''<br><br />
'''Tuesday August 25 – Thursday August 27, 2015'''<br><br />
'''Noyce Conference Room, Santa Fe Institute, Santa Fe, NM, USA'''<br><br />
<br><br />
<br><br />
<!-- put content below here --><br />
<br />
{| border="1" cellpadding="2"<br />
! scope="col"width="100" align="center | Time<br />
! scope="col"width="700" align="center | Activity<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Tuesday, August 25</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-9:00am<br />
|Welcome and Introduction to the Santa Fe Institute <br />
|-<br />
|9:00-10:00am<br />
|'''Melanie Mitchell:''' ''Introduction to Complexity'' <br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Rob Axtell:''' ''Agent Computing as a Gateway to Complexity in the Social Sciences''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00-2:30pm<br />
|'''Aaron Clauset:''' ''Introduction to Networks''<br />
<br />
|-<br />
|2:30-3:00pm<br />
|Break<br />
|-<br />
|3:00-4:30pm<br />
|'''Aaron Clauset:''' ''Networks: Analyzing Their Large-Scale Structure''<br />
|-<br />
|4:30-5:00pm<br />
|Shuttle from SFI to Hotel Santa Fe<br />
|-<br />
|5:00-6:30pm '''At Hotel Santa Fe'''<br />
|Reception / Buffet Dinner at Hotel Santa Fe<br />
|-<br />
|7:00-8:00pm<br />
|'''Brian Arthur:''' ''Complexity and the Economy''<br />
|-<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Wednesday, August 26</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-10:00am<br />
|'''Deborah Strumsky:''' ''Technological change as an evolutionary process – a complex systems perspective''<br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Mirta Galesic:''' ''How Interaction of Minds and Social Systems Shapes our Judgments''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00-2:30pm<br />
|'''Rajiv Sethi:''' ''Agent-Based Computational Economics''<br />
|-<br />
|2:30-3:00pm<br />
|Break<br />
|-<br />
|3:00-4:30pm<br />
|'''Scott Page:''' ''Confronting Complexity With Many Models''<br />
|-<br />
|4:30-5:00pm<br />
|Informal discussion/questions<br />
|-<br />
|5:15pm<br />
|Shuttle from SFI to Hotel Santa Fe<br />
|-<br />
|<br />
|Dinner on your own<br />
|-<br />
<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Thursday, August 27</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-10:00am<br />
|'''Geoffrey West:''' ''Is a Quantitative, Predictive Science of Cities and Companies Conceivable?''<br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Faculty Panel Discussion'''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00pm<br />
|Adjourn <br />
|-<br />
|1:30pm<br />
|Shuttle to Hotel Santa Fe <br />
|-</div>Mmhttps://wiki.santafe.edu/index.php?title=SFI_Short_Course_2015_-_Agenda_2015&diff=59284SFI Short Course 2015 - Agenda 20152015-08-03T18:32:32Z<p>Mm: </p>
<hr />
<div>{{SFI Short Course 2015}}<br />
<br />
<br />
'''Short Course: Exploring Complexity in Social Systems and Economics'''<br><br />
'''Tuesday August 25 – Thursday August 27, 2015'''<br><br />
'''Noyce Conference Room, Santa Fe Institute, Santa Fe, NM, USA'''<br><br />
<br><br />
<br><br />
<!-- put content below here --><br />
<br />
{| border="1" cellpadding="2"<br />
! scope="col"width="100" align="center | Time<br />
! scope="col"width="700" align="center | Activity<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Tuesday, August 25</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-9:00am<br />
|Welcome and Introduction to the Santa Fe Institute <br />
|-<br />
|9:00-10:00am<br />
|'''Melanie Mitchell:''' ''Introduction to Complexity'' <br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Rob Axtell:''' ''Agent Computing as a Gateway to Complexity in the Social Sciences''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00-2:30pm<br />
|'''Aaron Clauset:''' ''Introduction to Networks''<br />
<br />
|-<br />
|2:30-3:00pm<br />
|Break<br />
|-<br />
|3:00-4:30pm<br />
|'''Aaron Clauset:''' ''Networks: Analyzing Their Large-Scale Structure''<br />
|-<br />
|4:30-5:00pm<br />
|Shuttle from SFI to Hotel Santa Fe<br />
|-<br />
|5:00-6:30pm '''At Hotel Santa Fe'''<br />
|Reception / Buffet Dinner at Hotel Santa Fe<br />
|-<br />
|7:00-8:00pm<br />
|'''Brian Arthur:''' ''Complexity and the Economy''<br />
|-<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Wednesday, August 26</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-10:00am<br />
|'''Deborah Strumsky:''' ''Technological change as an evolutionary process – a complex systems perspective''<br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Scott Page:''' ''Confronting Complexity With Many Models''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00-2:30pm<br />
|'''Rajiv Sethi:''' ''Agent-Based Computational Economics''<br />
|-<br />
|2:30-3:00pm<br />
|Break<br />
|-<br />
|3:00-4:30pm<br />
|'''Mirta Galesic:''' ''How Interaction of Minds and Social Systems Shapes our Judgments''<br />
|-<br />
|4:30-5:00pm<br />
|Informal discussion/questions<br />
|-<br />
|5:15pm<br />
|Shuttle from SFI to Hotel Santa Fe<br />
|-<br />
|<br />
|Dinner on your own<br />
|-<br />
<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Thursday, August 27</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-10:00am<br />
|'''Geoffrey West:''' ''Is a Quantitative, Predictive Science of Cities and Companies Conceivable?''<br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Faculty Panel Discussion'''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00pm<br />
|Adjourn <br />
|-<br />
|1:30pm<br />
|Shuttle to Hotel Santa Fe <br />
|-</div>Mmhttps://wiki.santafe.edu/index.php?title=SFI_Short_Course_2015_-_Agenda_2015&diff=59161SFI Short Course 2015 - Agenda 20152015-07-28T19:08:03Z<p>Mm: </p>
<hr />
<div>{{SFI Short Course 2015}}<br />
<br />
<br />
'''Short Course: Exploring Complexity in Social Systems and Economics'''<br><br />
'''Tuesday August 25 – Thursday August 27, 2015'''<br><br />
'''Noyce Conference Room, Santa Fe Institute, Santa Fe, NM, USA'''<br><br />
<br><br />
<br><br />
<!-- put content below here --><br />
<br />
{| border="1" cellpadding="2"<br />
! scope="col"width="100" align="center | Time<br />
! scope="col"width="700" align="center | Activity<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Tuesday, August 25</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-9:00am<br />
|Welcome and Introduction to the Santa Fe Institute <br />
|-<br />
|9:00-10:00am<br />
|'''Melanie Mitchell:''' ''Introduction to Complexity'' <br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Rob Axtell:''' ''Agent Computing as a Gateway to Complexity in the Social Sciences''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00-2:30pm<br />
|'''Aaron Clauset:''' ''Introduction to Networks''<br />
<br />
|-<br />
|2:30-3:00pm<br />
|Break<br />
|-<br />
|3:00-4:30pm<br />
|'''Scott Page:''' ''Confronting Complexity With Many Models''<br />
|-<br />
|4:30-5:00pm<br />
|Shuttle from SFI to Hotel Santa Fe<br />
|-<br />
|5:00-6:30pm '''At Hotel Santa Fe'''<br />
|Reception / Buffet Dinner at Hotel Santa Fe<br />
|-<br />
|7:00-8:00pm<br />
|'''Brian Arthur:''' ''Complexity and the Economy''<br />
|-<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Wednesday, August 26</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-10:00am<br />
|'''Deborah Strumsky:''' ''Technological change as an evolutionary process – a complex systems perspective''<br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Aaron Clauset:''' ''Networks: Analyzing Their Large-Scale Structure''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00-2:30pm<br />
|'''Rajiv Sethi:''' ''Agent-Based Computational Economics''<br />
|-<br />
|2:30-3:00pm<br />
|Break<br />
|-<br />
|3:00-4:30pm<br />
|'''Mirta Galesic:''' ''How Interaction of Minds and Social Systems Shapes our Judgments''<br />
|-<br />
|4:30-5:00pm<br />
|Informal discussion/questions<br />
|-<br />
|5:15pm<br />
|Shuttle from SFI to Hotel Santa Fe<br />
|-<br />
|<br />
|Dinner on your own<br />
|-<br />
<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Thursday, August 27</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-10:00am<br />
|'''Geoffrey West:''' ''Is a Quantitative, Predictive Science of Cities and Companies Conceivable?''<br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Faculty Panel Discussion'''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00pm<br />
|Adjourn <br />
|-<br />
|1:30pm<br />
|Shuttle to Hotel Santa Fe <br />
|-</div>Mmhttps://wiki.santafe.edu/index.php?title=SFI_Short_Course_2015_-_Agenda_2015&diff=56997SFI Short Course 2015 - Agenda 20152015-03-18T17:12:57Z<p>Mm: </p>
<hr />
<div>{{SFI Short Course 2015}}<br />
<br />
<br />
'''Short Course: Exploring Complexity in Social Systems and Economics'''<br><br />
'''Tuesday August 25 – Thursday August 27, 2015'''<br><br />
'''Noyce Conference Room, Santa Fe Institute, Santa Fe, NM, USA'''<br><br />
<br><br />
<br><br />
<!-- put content below here --><br />
<br />
{| border="1" cellpadding="2"<br />
! scope="col"width="100" align="center | Time<br />
! scope="col"width="700" align="center | Activity<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Tuesday, August 25</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-9:00am<br />
|Welcome and Introduction to the Santa Fe Institute <br />
|-<br />
|9:00-10:00am<br />
|'''Melanie Mitchell:''' ''Introduction to Complexity'' <br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Rob Axtell:''' ''Agent Computing as a Gateway to Complexity in the Social Sciences''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00-2:30pm<br />
|'''Aaron Clauset:''' ''Introduction to Networks''<br />
<br />
|-<br />
|2:30-3:00pm<br />
|Break<br />
|-<br />
|3:00-4:30pm<br />
|'''Aaron Clauset:''' ''Networks: Analyzing Their Large-Scale Structure''<br />
|-<br />
|4:30-5:00pm<br />
|Shuttle from SFI to Hotel Santa Fe<br />
|-<br />
|5:00-7:00pm '''At Hotel Santa Fe'''<br />
|Reception / Buffet Dinner at Hotel Santa Fe<br />
|-<br />
|7:00-8:00pm<br />
|'''Brian Arthur:''' ''Complexity and the Economy''<br />
|-<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Wednesday, August 26</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-10:00am<br />
|'''Deborah Strumsky:''' ''Title TBA''<br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Scott Page:''' ''Confronting Complexity With Many Models''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00-2:30pm<br />
|'''Rajiv Sethi:''' ''Agent-Based Computational Economics''<br />
|-<br />
|2:30-3:00pm<br />
|Break<br />
|-<br />
|3:00-4:30pm<br />
|'''Mirta Galesic:''' ''How Interaction of Minds and Social Systems Shapes our Judgments''<br />
|-<br />
|4:30-5:00pm<br />
|Informal discussion/questions<br />
|-<br />
|5:15pm<br />
|Shuttle from SFI to Hotel Santa Fe<br />
|-<br />
|<br />
|Dinner on your own<br />
|-<br />
<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Thursday, August 27</b><br />
|-<br />
|7:30am<br />
|Shuttle from Hotel Santa Fe to SFI<br />
|-<br />
|7:45-8:30am<br />
|Breakfast<br />
|-<br />
|8:30-10:00am<br />
|'''Geoffrey West:''' ''Title TBA''<br />
|-<br />
|10:00-10:30am<br />
|Break<br />
|-<br />
|10:30am-12:00pm<br />
|'''Faculty Panel Discussion'''<br />
|-<br />
|12:00-1:00pm<br />
|Lunch<br />
|-<br />
|1:00pm<br />
|Adjourn <br />
|-<br />
|1:30pm<br />
|Shuttle to Hotel Santa Fe <br />
|-</div>Mmhttps://wiki.santafe.edu/index.php?title=SFI_Short_Course_2015_-_Faculty_2015&diff=56814SFI Short Course 2015 - Faculty 20152015-03-03T22:43:58Z<p>Mm: </p>
<hr />
<div>{{SFI Short Course 2015}}<br />
<br />
<br />
= Program Director =<br />
<br />
<br><br />
[[Image:melaniem.jpg|150px|{border}]]<br><br />
[http://santafe.edu/about/people/profile/Melanie%20Mitchell Melanie Mitchell], External Professor, Santa Fe Institute; Professor, Computer Science, Portland State University<br />
<br />
<br><br />
'''Bio'''<br />
<br><br />
Melanie attended Brown University, where she majored in mathematics and did research in astronomy, and the University of Michigan, where she received a Ph.D. in computer science. Her dissertation, in collaboration with her advisor Douglas Hofstadter, was the development of [http://en.wikipedia.org/wiki/Copycat_%28software%29 Copycat], a computer program that makes analogies. She is the author or editor of five books and over 70 scholarly papers in in the fields of artificial intelligence, cognitive science, and complex systems. Her most recent book, [http://www.amazon.com/Complexity-Guided-Tour-Melanie-Mitchell/dp/0199798109/ref=tmm_pap_title_0 Complexity: A Guided Tour], published in 2009 by Oxford University Press, was the winner of the 2010 Phi Beta Kappa Science Book Award. It was also named by Amazon.com as one of the ten best science books of 2009, and was longlisted for the Royal Society's 2010 book prize. Melanie directs the Santa Fe Institute's [http://complexityexplorer.org Complexity Explorer] project, which offers online courses and other educational resources related to the field of complex systems. <br />
<br />
= Faculty =<br />
<br><br />
[[Image:brianaruthur.jpg|150px|{border}]]<br><br />
[http://tuvalu.santafe.edu/~wbarthur/ W. Brian Arthur], External Professor, Santa Fe Institute; Visiting Researcher, Intelligent Systems Lab, PARC<br><br />
<br><br />
'''Bio'''<br />
<br><br />
W. Brian Arthur holds a Ph.D. from Berkeley in Operations Research, and has other degrees in economics, engineering and mathematics.<br />
Arthur pioneered the modern study of positive feedbacks or increasing returns in the economy--in particular their role in magnifying small, random events in the economy. This work has gone on to become the basis of our understanding of the high-tech economy. <br />
Arthur was the first director of the Economics Program at the Santa Fe Institute in New Mexico, and has served on SFI's Science Board and Board of Trustees.<br />
Arthur is a frequent keynote speaker on such topics as: How exactly does innovation work and how can it be fostered? What is happening in the economy, and how should we rethink economics? How is the digital revolution playing out in the economy? How will US and European national competitiveness fare, given the rise of China and India?<br />
<br><br />
<br><br />
[[Image: axtell.jpg|150px|{border}]]<br><br />
[http://www.css.gmu.edu/?q=node/27 Robert Axtell] Department Chair, Computational Social Science, George Mason University<br><br />
<br><br />
'''Bio'''<br />
<br><br />
Rob Axtell earned an interdisciplinary Ph.D. degree at Carnegie Mellon University, where he studied computing, social science, and public policy. His teaching and research involves computational and mathematical modeling of social and economic processes. Specifically, he works at the intersection of multi-agent systems computer science and the social sciences, building so-called agent-based models of a variety of market and non-market phenomena. He is co-author of Growing Artificial Societies: Social Science from the Bottom Up (MIT Press) with J.M. Epstein, widely cited as an example of how to apply modern computing to the analysis of social and economic phenomena. Most recently he has co-founded and is Co-Director of the Computational Pubic Policy Laboratory, a joint project of the Krasnow Institute for Advanced Study and the School of Policy, Government and International Affairs (SPGIA) at Mason.<br />
<br><br><br />
[[Image:ClausetA3.jpg|150px|{border}]]<br><br />
[http://tuvalu.santafe.edu/~aaronc/ Aaron Clauset], External Faculty, Santa Fe Institute; Assistant Professor of Computer Science, University of Colorado at Boulder <br><br />
<br><br />
'''Bio'''<br />
<br><br />
Aaron Clauset received a PhD in Computer Science from the University of New Mexico and a BS in Physics from Haverford College, and was an Omidyar Fellow at the prestigious Santa Fe Institute.<br />
Clauset is an internationally recognized expert on complex networks, complex systems, the statistics of rare events, global patterns in terrorism and war. His research focuses on developing novel algorithms and models for understanding the data generated by complex biological and social systems. His efforts are multidisciplinary, drawing heavily on data analysis, statistics and probability, algorithms, machine learning, and statistical physics. <br />
<br><br><br />
[[Image:mirtag.jpg|150px|{border}]]<br><br />
[http://santafe.edu/about/people/profile/Mirta%20Galesic Mirta Galesic] Professor, Santa Fe Institute; Cowan Chair in Human Social Dynamics, Santa Fe Institute<br><br />
<br><br />
'''Bio'''<br />
<br><br />
Mirta Galesic studies how simple cognitive mechanisms interact with properties of the external environment to produce seemingly complex social phenomena.<br />
In one line of research, she investigates how apparent cognitive biases in social judgments emerge as a product of the interplay of well-adapted minds and the statistical structure of social environments. In another line of research she examines the origins of humans’ uniquely profound cooperation. <br />
She also studies risk and uncertainty in complex systems, in particular in financial, medical, and environmental domains.<br />
Galesic has published more than 50 peer-reviewed articles and co-edited a book. She received the 2013 Jane Beattie Award for Innovation in Decision Research from the European Association for Decision Making.<br />
<br><br><br />
<br />
[[Image:page.jpg|150px|{border}]]<br><br />
[http://www.santafe.edu/about/people/profile/Scott%20Page Scott Page] External Faculty, Santa Fe Institute; Leonid Hurwicz Collegiate Professor of Complex Systems, Political Science and Economics, University of Michigan at Ann Arbor<br><br />
<br><br />
'''Bio'''<br />
<br><br />
Scott Page researches diversity and complexity at the University of Michigan, where he also directs the Center for the Study of Complex Systems. <br />
His research focuses on the myriad roles that diversity plays in complex systems. For example, how does diversity arise? Does diversity make a system more productive? How does diversity impact robustness? Does it make a system prone to large events?<br />
He has written three books: ''The Difference'', which demonstrates the benefits and costs of diversity in social contexts, ''Complex Adaptive Social Systems'' (with John Miller), which provides an introduction to complexity theory, and, most recently, ''Diversity and Complexity'', which explores the contributions of diversity within complex systems.<br />
He has also published papers in a variety of disciplines including economics, political science, computer science, management, physics, public health, geography, urban planning, engineering, and history.<br />
<br />
<br><br><br />
<br />
[[Image:rajiv.jpg|150px|{border}]]<br><br />
[http://www.columbia.edu/~rs328/ Rajiv Sethi] External Professor, Santa Fe Institute; Ann Whitney Olin Professor of Economics, Barnard College<br><br />
<br><br />
'''Bio'''<br><br />
In addition to his teaching duties for the Barnard economics department, Sethi is a Faculty Fellow at the Institute for Social and Economic Research and Policy (ISERP) at Columbia, and regularly teaches graduate courses in Columbia's economics department and the School of International and Public Affairs.<br />
His research and teaching is focused primarily on Financial Economics and the Economics of Inequality. In recent work, he has examined segregation in neighborhoods and social networks, stereotyping in economic interactions, disparities across groups in crime victimization and incarceration, and the transmission across generations of group inequality. He is also currently working on polarization in public beliefs, the effects of credit derivatives on the cost of capital, and the dynamics of prices in speculative asset markets.<br />
<br><br><br />
[[Image:strumsky.jpg|150px|{border}]]<br><br />
[http://ineteconomics.org/conference/hongkong/deborah-strumsky Deborah Strumsky] Professor of Economics, University of North Carolina at Charlotte<br><br />
<br><br />
'''Bio'''<br><br />
Deborah Strumsky is an urban economist currently at the University of North Carolina at Charlotte. She specializes in studying the relationship between innovation and economic growth through a variety of methodologies including social network modeling, spatial econometrics and approaches from complex adaptive systems. Recent research efforts involved research on federal funding and invention in green technologies, a report with the Brookings Institute on Patenting and Innovation in Metropolitan America, and several papers on urban scaling with the Santa Fe Institute. She received her Master’s and PhD in Regional Science from Cornell University.<br />
<br><br><br />
[[Image:west.jpg|150px|{border}]]<br><br />
[http://www.santafe.edu/about/people/profile/Geoffrey%20West Geoffrey West] Distinguished Professor and Past President, Santa Fe Institute<br><br />
<br><br />
'''Bio'''<br><br />
Geoffrey West is a theoretical physicist whose primary interests have been in fundamental questions in physics, especially those concerning the elementary particles, their interactions and cosmological implications. West served as SFI President from July 2005 through July 2009. Prior to joining the Santa Fe Institute as a Distinguished Professor in 2003, he was the leader, and founder, of the high energy physics group at Los Alamos National Laboratory, where he is one of only approximately ten Senior Fellows. He is a Fellow of the American Physical Society and was one of their Centenary Speakers in 2003. He has been a lecturer in many popular and distinguished scientist series worldwide, as well as at the World Economic Forum.<br />
<br></div>Mmhttps://wiki.santafe.edu/index.php?title=SFI_Short_Course_2015_-_Faculty_2015&diff=56738SFI Short Course 2015 - Faculty 20152015-02-23T22:32:39Z<p>Mm: </p>
<hr />
<div>{{SFI Short Course 2015}}<br />
<br />
<br />
= Program Director =<br />
<br />
<br><br />
[[Image:melaniem.jpg|150px|{border}]]<br><br />
[http://santafe.edu/about/people/profile/Melanie%20Mitchell Melanie Mitchell], External Professor, Santa Fe Institute; Professor, Computer Science, Portland State University<br />
<br />
<br><br />
'''Bio'''<br />
<br><br />
Melanie attended Brown University, where she majored in mathematics and did research in astronomy, and the University of Michigan, where she received a Ph.D. in computer science. Her dissertation, in collaboration with her advisor Douglas Hofstadter, was the development of [http://en.wikipedia.org/wiki/Copycat_%28software%29 Copycat], a computer program that makes analogies. She is the author or editor of five books and over 70 scholarly papers in in the fields of artificial intelligence, cognitive science, and complex systems. Her most recent book, [http://www.amazon.com/Complexity-Guided-Tour-Melanie-Mitchell/dp/0199798109/ref=tmm_pap_title_0 Complexity: A Guided Tour], published in 2009 by Oxford University Press, was the winner of the 2010 Phi Beta Kappa Science Book Award. It was also named by Amazon.com as one of the ten best science books of 2009, and was longlisted for the Royal Society's 2010 book prize. Melanie directs the Santa Fe Institute's [http://complexityexplorer.org Complexity Explorer] project, which offers online courses and other educational resources related to the field of complex systems. <br />
<br />
= Faculty (partial list) =<br />
<br><br />
[[Image:brianaruthur.jpg|150px|{border}]]<br><br />
[http://tuvalu.santafe.edu/~wbarthur/ W. Brian Arthur], External Professor, Santa Fe Institute; Visiting Researcher, Intelligent Systems Lab, PARC<br><br />
<br><br />
'''Bio'''<br />
<br><br />
W. Brian Arthur holds a Ph.D. from Berkeley in Operations Research, and has other degrees in economics, engineering and mathematics.<br />
Arthur pioneered the modern study of positive feedbacks or increasing returns in the economy--in particular their role in magnifying small, random events in the economy. This work has gone on to become the basis of our understanding of the high-tech economy. <br />
Arthur was the first director of the Economics Program at the Santa Fe Institute in New Mexico, and has served on SFI's Science Board and Board of Trustees.<br />
Arthur is a frequent keynote speaker on such topics as: How exactly does innovation work and how can it be fostered? What is happening in the economy, and how should we rethink economics? How is the digital revolution playing out in the economy? How will US and European national competitiveness fare, given the rise of China and India?<br />
<br><br />
<br><br />
[[Image: axtell.jpg|150px|{border}]]<br><br />
[http://www.css.gmu.edu/?q=node/27 Robert Axtell] Department Chair, Computational Social Science, George Mason University<br><br />
<br><br />
'''Bio'''<br />
<br><br />
Rob Axtell earned an interdisciplinary Ph.D. degree at Carnegie Mellon University, where he studied computing, social science, and public policy. His teaching and research involves computational and mathematical modeling of social and economic processes. Specifically, he works at the intersection of multi-agent systems computer science and the social sciences, building so-called agent-based models of a variety of market and non-market phenomena. He is co-author of Growing Artificial Societies: Social Science from the Bottom Up (MIT Press) with J.M. Epstein, widely cited as an example of how to apply modern computing to the analysis of social and economic phenomena. Most recently he has co-founded and is Co-Director of the Computational Pubic Policy Laboratory, a joint project of the Krasnow Institute for Advanced Study and the School of Policy, Government and International Affairs (SPGIA) at Mason.<br />
<br><br><br />
[[Image:ClausetA3.jpg|150px|{border}]]<br><br />
[http://tuvalu.santafe.edu/~aaronc/ Aaron Clauset], External Faculty, Santa Fe Institute; Assistant Professor of Computer Science, University of Colorado at Boulder <br><br />
<br><br />
'''Bio'''<br />
<br><br />
Aaron Clauset received a PhD in Computer Science from the University of New Mexico and a BS in Physics from Haverford College, and was an Omidyar Fellow at the prestigious Santa Fe Institute.<br />
Clauset is an internationally recognized expert on complex networks, complex systems, the statistics of rare events, global patterns in terrorism and war. His research focuses on developing novel algorithms and models for understanding the data generated by complex biological and social systems. His efforts are multidisciplinary, drawing heavily on data analysis, statistics and probability, algorithms, machine learning, and statistical physics. <br />
<br><br><br />
[[Image:mirtag.jpg|150px|{border}]]<br><br />
[http://santafe.edu/about/people/profile/Mirta%20Galesic Mirta Galesic] Professor, Santa Fe Institute; Cowan Chair in Human Social Dynamics, Santa Fe Institute<br><br />
<br><br />
'''Bio'''<br />
<br><br />
Mirta Galesic studies how simple cognitive mechanisms interact with properties of the external environment to produce seemingly complex social phenomena.<br />
In one line of research, she investigates how apparent cognitive biases in social judgments emerge as a product of the interplay of well-adapted minds and the statistical structure of social environments. In another line of research she examines the origins of humans’ uniquely profound cooperation. <br />
She also studies risk and uncertainty in complex systems, in particular in financial, medical, and environmental domains.<br />
Galesic has published more than 50 peer-reviewed articles and co-edited a book. She received the 2013 Jane Beattie Award for Innovation in Decision Research from the European Association for Decision Making.<br />
<br><br><br />
[[Image:rajiv.jpg|150px|{border}]]<br><br />
[http://www.columbia.edu/~rs328/ Rajiv Sethi] External Professor, Santa Fe Institute; Ann Whitney Olin Professor of Economics, Barnard College<br><br />
<br><br />
'''Bio'''<br><br />
In addition to his teaching duties for the Barnard economics department, Sethi is a Faculty Fellow at the Institute for Social and Economic Research and Policy (ISERP) at Columbia, and regularly teaches graduate courses in Columbia's economics department and the School of International and Public Affairs.<br />
His research and teaching is focused primarily on Financial Economics and the Economics of Inequality. In recent work, he has examined segregation in neighborhoods and social networks, stereotyping in economic interactions, disparities across groups in crime victimization and incarceration, and the transmission across generations of group inequality. He is also currently working on polarization in public beliefs, the effects of credit derivatives on the cost of capital, and the dynamics of prices in speculative asset markets.<br />
<br><br><br />
[[Image:strumsky.jpg|150px|{border}]]<br><br />
[http://ineteconomics.org/conference/hongkong/deborah-strumsky Deborah Strumsky] Professor of Economics, University of North Carolina at Charlotte<br><br />
<br><br />
'''Bio'''<br><br />
Deborah Strumsky is an urban economist currently at the University of North Carolina at Charlotte. She specializes in studying the relationship between innovation and economic growth through a variety of methodologies including social network modeling, spatial econometrics and approaches from complex adaptive systems. Recent research efforts involved research on federal funding and invention in green technologies, a report with the Brookings Institute on Patenting and Innovation in Metropolitan America, and several papers on urban scaling with the Santa Fe Institute. She received her Master’s and PhD in Regional Science from Cornell University.<br />
<br></div>Mmhttps://wiki.santafe.edu/index.php?title=SFI_Short_Course_2015_-_Faculty_2015&diff=56737SFI Short Course 2015 - Faculty 20152015-02-23T21:51:07Z<p>Mm: </p>
<hr />
<div>{{SFI Short Course 2015}}<br />
<br />
<br />
= Program Director =<br />
<br />
<br><br />
[[Image:melaniem.jpg|150px|{border}]]<br><br />
[http://santafe.edu/about/people/profile/Melanie%20Mitchell Melanie Mitchell], External Professor, Santa Fe Institute; Professor, Computer Science, Portland State University<br />
<br />
<br><br />
'''Bio'''<br />
<br><br />
Melanie attended Brown University, where she majored in mathematics and did research in astronomy, and the University of Michigan, where she received a Ph.D. in computer science. Her dissertation, in collaboration with her advisor Douglas Hofstadter, was the development of [http://en.wikipedia.org/wiki/Copycat_%28software%29 Copycat], a computer program that makes analogies. She is the author or editor of five books and over 70 scholarly papers in in the fields of artificial intelligence, cognitive science, and complex systems. Her most recent book, [http://www.amazon.com/Complexity-Guided-Tour-Melanie-Mitchell/dp/0199798109/ref=tmm_pap_title_0 Complexity: A Guided Tour], published in 2009 by Oxford University Press, was the winner of the 2010 Phi Beta Kappa Science Book Award. It was also named by Amazon.com as one of the ten best science books of 2009, and was longlisted for the Royal Society's 2010 book prize. Melanie directs the Santa Fe Institute's [http://complexityexplorer.org Complexity Explorer] project, which offers online courses and other educational resources related to the field of complex systems. <br />
<br />
= Faculty (partial list) =<br />
<br><br />
[[Image:brianaruthur.jpg|150px|{border}]]<br><br />
[http://tuvalu.santafe.edu/~wbarthur/ W. Brian Arthur], External Professor, Santa Fe Institute; Visiting Researcher, Intelligent Systems Lab, PARC<br><br />
<br><br />
'''Bio'''<br />
<br><br />
W. Brian Arthur holds a Ph.D. from Berkeley in Operations Research, and has other degrees in economics, engineering and mathematics.<br />
Arthur pioneered the modern study of positive feedbacks or increasing returns in the economy--in particular their role in magnifying small, random events in the economy. This work has gone on to become the basis of our understanding of the high-tech economy. <br />
Arthur was the first director of the Economics Program at the Santa Fe Institute in New Mexico, and has served on SFI's Science Board and Board of Trustees.<br />
Arthur is a frequent keynote speaker on such topics as: How exactly does innovation work and how can it be fostered? What is happening in the economy, and how should we rethink economics? How is the digital revolution playing out in the economy? How will US and European national competitiveness fare, given the rise of China and India?<br />
<br><br />
<br><br />
[[Image: axtell.jpg|150px|{border}]]<br><br />
[http://www.css.gmu.edu/?q=node/27 Robert Axtell] Department Chair and Co-Director of the Computational Public Policy Lab<br><br />
<br><br />
'''Bio'''<br />
<br><br />
Rob Axtell earned an interdisciplinary Ph.D. degree at Carnegie Mellon University, where he studied computing, social science, and public policy. His teaching and research involves computational and mathematical modeling of social and economic processes. Specifically, he works at the intersection of multi-agent systems computer science and the social sciences, building so-called agent-based models of a variety of market and non-market phenomena. He is co-author of Growing Artificial Societies: Social Science from the Bottom Up (MIT Press) with J.M. Epstein, widely cited as an example of how to apply modern computing to the analysis of social and economic phenomena. Most recently he has co-founded and is Co-Director of the Computational Pubic Policy Laboratory, a joint project of the Krasnow Institute for Advanced Study and the School of Policy, Government and International Affairs (SPGIA) at Mason.<br />
<br><br><br />
[[Image:ClausetA3.jpg|150px|{border}]]<br><br />
[http://tuvalu.santafe.edu/~aaronc/ Aaron Clauset], External Faculty, Santa Fe Institute; Assistant Professor of Computer Science, University of Colorado at Boulder <br><br />
<br><br />
'''Bio'''<br />
<br><br />
Aaron Clauset received a PhD in Computer Science from the University of New Mexico and a BS in Physics from Haverford College, and was an Omidyar Fellow at the prestigious Santa Fe Institute.<br />
Clauset is an internationally recognized expert on complex networks, complex systems, the statistics of rare events, global patterns in terrorism and war. His research focuses on developing novel algorithms and models for understanding the data generated by complex biological and social systems. His efforts are multidisciplinary, drawing heavily on data analysis, statistics and probability, algorithms, machine learning, and statistical physics. <br />
<br><br><br />
[[Image:mirtag.jpg|150px|{border}]]<br><br />
[http://santafe.edu/about/people/profile/Mirta%20Galesic Mirta Galesic] Professor, Santa Fe Institute; Cowan Chair in Human Social Dynamics, Santa Fe Institute<br><br />
<br><br />
'''Bio'''<br />
<br><br />
Mirta Galesic studies how simple cognitive mechanisms interact with properties of the external environment to produce seemingly complex social phenomena.<br />
In one line of research, she investigates how apparent cognitive biases in social judgments emerge as a product of the interplay of well-adapted minds and the statistical structure of social environments. In another line of research she examines the origins of humans’ uniquely profound cooperation. <br />
She also studies risk and uncertainty in complex systems, in particular in financial, medical, and environmental domains.<br />
Galesic has published more than 50 peer-reviewed articles and co-edited a book. She received the 2013 Jane Beattie Award for Innovation in Decision Research from the European Association for Decision Making.<br />
<br><br><br />
[[Image:rajiv.jpg|150px|{border}]]<br><br />
[http://www.columbia.edu/~rs328/ Rajiv Sethi] External Professor, Santa Fe Institute; Ann Whitney Olin Professor of Economics, Barnard College<br><br />
<br><br />
'''Bio'''<br><br />
In addition to his teaching duties for the Barnard economics department, Sethi is a Faculty Fellow at the Institute for Social and Economic Research and Policy (ISERP) at Columbia, and regularly teaches graduate courses in Columbia's economics department and the School of International and Public Affairs.<br />
His research and teaching is focused primarily on Financial Economics and the Economics of Inequality. In recent work, he has examined segregation in neighborhoods and social networks, stereotyping in economic interactions, disparities across groups in crime victimization and incarceration, and the transmission across generations of group inequality. He is also currently working on polarization in public beliefs, the effects of credit derivatives on the cost of capital, and the dynamics of prices in speculative asset markets.<br />
<br><br><br />
[[Image:strumsky.jpg|150px|{border}]]<br><br />
[http://ineteconomics.org/conference/hongkong/deborah-strumsky Deborah Strumsky] Professor of Economics, University of North Carolina at Charlotte<br><br />
<br><br />
'''Bio'''<br><br />
Deborah Strumsky is an urban economist currently at the University of North Carolina at Charlotte. She specializes in studying the relationship between innovation and economic growth through a variety of methodologies including social network modeling, spatial econometrics and approaches from complex adaptive systems. Recent research efforts involved research on federal funding and invention in green technologies, a report with the Brookings Institute on Patenting and Innovation in Metropolitan America, and several papers on urban scaling with the Santa Fe Institute. She received her Master’s and PhD in Regional Science from Cornell University.<br />
<br></div>Mmhttps://wiki.santafe.edu/index.php?title=SFI_Short_Course_2015_-_Faculty_2015&diff=56736SFI Short Course 2015 - Faculty 20152015-02-23T21:50:43Z<p>Mm: </p>
<hr />
<div>{{SFI Short Course 2015}}<br />
<br />
<br />
= Program Director =<br />
<br />
<br><br />
[[Image:melaniem.jpg|150px|{border}]]<br><br />
[http://santafe.edu/about/people/profile/Melanie%20Mitchell Melanie Mitchell], External Professor, Santa Fe Institute; Professor, Computer Science, Portland State University<br />
<br />
<br><br />
'''Bio'''<br />
<br><br />
Melanie attended Brown University, where she majored in mathematics and did research in astronomy, and the University of Michigan, where she received a Ph.D. in computer science. Her dissertation, in collaboration with her advisor Douglas Hofstadter, was the development of [http://en.wikipedia.org/wiki/Copycat_%28software%29 Copycat], a computer program that makes analogies. She is the author or editor of five books and over 70 scholarly papers in in the fields of artificial intelligence, cognitive science, and complex systems. Her most recent book, [http://www.amazon.com/Complexity-Guided-Tour-Melanie-Mitchell/dp/0199798109/ref=tmm_pap_title_0 Complexity: A Guided Tour], published in 2009 by Oxford University Press, was the winner of the 2010 Phi Beta Kappa Science Book Award. It was also named by Amazon.com as one of the ten best science books of 2009, and was longlisted for the Royal Society's 2010 book prize. Melanie directs the Santa Fe Institute's [http://complexityexporer.org Complexity Explorer] project, which offers online courses and other educational resources related to the field of complex systems. <br />
<br />
= Faculty (partial list) =<br />
<br><br />
[[Image:brianaruthur.jpg|150px|{border}]]<br><br />
[http://tuvalu.santafe.edu/~wbarthur/ W. Brian Arthur], External Professor, Santa Fe Institute; Visiting Researcher, Intelligent Systems Lab, PARC<br><br />
<br><br />
'''Bio'''<br />
<br><br />
W. Brian Arthur holds a Ph.D. from Berkeley in Operations Research, and has other degrees in economics, engineering and mathematics.<br />
Arthur pioneered the modern study of positive feedbacks or increasing returns in the economy--in particular their role in magnifying small, random events in the economy. This work has gone on to become the basis of our understanding of the high-tech economy. <br />
Arthur was the first director of the Economics Program at the Santa Fe Institute in New Mexico, and has served on SFI's Science Board and Board of Trustees.<br />
Arthur is a frequent keynote speaker on such topics as: How exactly does innovation work and how can it be fostered? What is happening in the economy, and how should we rethink economics? How is the digital revolution playing out in the economy? How will US and European national competitiveness fare, given the rise of China and India?<br />
<br><br />
<br><br />
[[Image: axtell.jpg|150px|{border}]]<br><br />
[http://www.css.gmu.edu/?q=node/27 Robert Axtell] Department Chair and Co-Director of the Computational Public Policy Lab<br><br />
<br><br />
'''Bio'''<br />
<br><br />
Rob Axtell earned an interdisciplinary Ph.D. degree at Carnegie Mellon University, where he studied computing, social science, and public policy. His teaching and research involves computational and mathematical modeling of social and economic processes. Specifically, he works at the intersection of multi-agent systems computer science and the social sciences, building so-called agent-based models of a variety of market and non-market phenomena. He is co-author of Growing Artificial Societies: Social Science from the Bottom Up (MIT Press) with J.M. Epstein, widely cited as an example of how to apply modern computing to the analysis of social and economic phenomena. Most recently he has co-founded and is Co-Director of the Computational Pubic Policy Laboratory, a joint project of the Krasnow Institute for Advanced Study and the School of Policy, Government and International Affairs (SPGIA) at Mason.<br />
<br><br><br />
[[Image:ClausetA3.jpg|150px|{border}]]<br><br />
[http://tuvalu.santafe.edu/~aaronc/ Aaron Clauset], External Faculty, Santa Fe Institute; Assistant Professor of Computer Science, University of Colorado at Boulder <br><br />
<br><br />
'''Bio'''<br />
<br><br />
Aaron Clauset received a PhD in Computer Science from the University of New Mexico and a BS in Physics from Haverford College, and was an Omidyar Fellow at the prestigious Santa Fe Institute.<br />
Clauset is an internationally recognized expert on complex networks, complex systems, the statistics of rare events, global patterns in terrorism and war. His research focuses on developing novel algorithms and models for understanding the data generated by complex biological and social systems. His efforts are multidisciplinary, drawing heavily on data analysis, statistics and probability, algorithms, machine learning, and statistical physics. <br />
<br><br><br />
[[Image:mirtag.jpg|150px|{border}]]<br><br />
[http://santafe.edu/about/people/profile/Mirta%20Galesic Mirta Galesic] Professor, Santa Fe Institute; Cowan Chair in Human Social Dynamics, Santa Fe Institute<br><br />
<br><br />
'''Bio'''<br />
<br><br />
Mirta Galesic studies how simple cognitive mechanisms interact with properties of the external environment to produce seemingly complex social phenomena.<br />
In one line of research, she investigates how apparent cognitive biases in social judgments emerge as a product of the interplay of well-adapted minds and the statistical structure of social environments. In another line of research she examines the origins of humans’ uniquely profound cooperation. <br />
She also studies risk and uncertainty in complex systems, in particular in financial, medical, and environmental domains.<br />
Galesic has published more than 50 peer-reviewed articles and co-edited a book. She received the 2013 Jane Beattie Award for Innovation in Decision Research from the European Association for Decision Making.<br />
<br><br><br />
[[Image:rajiv.jpg|150px|{border}]]<br><br />
[http://www.columbia.edu/~rs328/ Rajiv Sethi] External Professor, Santa Fe Institute; Ann Whitney Olin Professor of Economics, Barnard College<br><br />
<br><br />
'''Bio'''<br><br />
In addition to his teaching duties for the Barnard economics department, Sethi is a Faculty Fellow at the Institute for Social and Economic Research and Policy (ISERP) at Columbia, and regularly teaches graduate courses in Columbia's economics department and the School of International and Public Affairs.<br />
His research and teaching is focused primarily on Financial Economics and the Economics of Inequality. In recent work, he has examined segregation in neighborhoods and social networks, stereotyping in economic interactions, disparities across groups in crime victimization and incarceration, and the transmission across generations of group inequality. He is also currently working on polarization in public beliefs, the effects of credit derivatives on the cost of capital, and the dynamics of prices in speculative asset markets.<br />
<br><br><br />
[[Image:strumsky.jpg|150px|{border}]]<br><br />
[http://ineteconomics.org/conference/hongkong/deborah-strumsky Deborah Strumsky] Professor of Economics, University of North Carolina at Charlotte<br><br />
<br><br />
'''Bio'''<br><br />
Deborah Strumsky is an urban economist currently at the University of North Carolina at Charlotte. She specializes in studying the relationship between innovation and economic growth through a variety of methodologies including social network modeling, spatial econometrics and approaches from complex adaptive systems. Recent research efforts involved research on federal funding and invention in green technologies, a report with the Brookings Institute on Patenting and Innovation in Metropolitan America, and several papers on urban scaling with the Santa Fe Institute. She received her Master’s and PhD in Regional Science from Cornell University.<br />
<br></div>Mmhttps://wiki.santafe.edu/index.php?title=SFI_Short_Course_2015_-_Faculty_2015&diff=56735SFI Short Course 2015 - Faculty 20152015-02-23T21:49:48Z<p>Mm: </p>
<hr />
<div>{{SFI Short Course 2015}}<br />
<br />
<br />
= Program Director =<br />
<br />
<br><br />
[[Image:melaniem.jpg|150px|{border}]]<br><br />
[http://santafe.edu/about/people/profile/Melanie%20Mitchell Melanie Mitchell], External Professor, Santa Fe Institute; Professor, Computer Science, Portland State University<br />
<br />
<br><br />
'''Bio'''<br />
<br><br />
Melanie attended Brown University, where she majored in mathematics and did research in astronomy, and the University of Michigan, where she received a Ph.D. in computer science. Her dissertation, in collaboration with her advisor Douglas Hofstadter, was the development of [http://en.wikipedia.org/wiki/Copycat_%28software%29 Copycat], a computer program that makes analogies. She is the author or editor of five books and over 70 scholarly papers in in the fields of artificial intelligence, cognitive science, and complex systems. Her most recent book, [http://www.amazon.com/Complexity-Guided-Tour-Melanie-Mitchell/dp/0199798109/ref=tmm_pap_title_0 Complexity: A Guided Tour], published in 2009 by Oxford University Press, was the winner of the 2010 Phi Beta Kappa Science Book Award. It was also named by Amazon.com as one of the ten best science books of 2009, and was longlisted for the Royal Society's 2010 book prize.<br />
<br />
= Faculty (partial list) =<br />
<br><br />
[[Image:brianaruthur.jpg|150px|{border}]]<br><br />
[http://tuvalu.santafe.edu/~wbarthur/ W. Brian Arthur], External Professor, Santa Fe Institute; Visiting Researcher, Intelligent Systems Lab, PARC<br><br />
<br><br />
'''Bio'''<br />
<br><br />
W. Brian Arthur holds a Ph.D. from Berkeley in Operations Research, and has other degrees in economics, engineering and mathematics.<br />
Arthur pioneered the modern study of positive feedbacks or increasing returns in the economy--in particular their role in magnifying small, random events in the economy. This work has gone on to become the basis of our understanding of the high-tech economy. <br />
Arthur was the first director of the Economics Program at the Santa Fe Institute in New Mexico, and has served on SFI's Science Board and Board of Trustees.<br />
Arthur is a frequent keynote speaker on such topics as: How exactly does innovation work and how can it be fostered? What is happening in the economy, and how should we rethink economics? How is the digital revolution playing out in the economy? How will US and European national competitiveness fare, given the rise of China and India?<br />
<br><br />
<br><br />
[[Image: axtell.jpg|150px|{border}]]<br><br />
[http://www.css.gmu.edu/?q=node/27 Robert Axtell] Department Chair and Co-Director of the Computational Public Policy Lab<br><br />
<br><br />
'''Bio'''<br />
<br><br />
Rob Axtell earned an interdisciplinary Ph.D. degree at Carnegie Mellon University, where he studied computing, social science, and public policy. His teaching and research involves computational and mathematical modeling of social and economic processes. Specifically, he works at the intersection of multi-agent systems computer science and the social sciences, building so-called agent-based models of a variety of market and non-market phenomena. He is co-author of Growing Artificial Societies: Social Science from the Bottom Up (MIT Press) with J.M. Epstein, widely cited as an example of how to apply modern computing to the analysis of social and economic phenomena. Most recently he has co-founded and is Co-Director of the Computational Pubic Policy Laboratory, a joint project of the Krasnow Institute for Advanced Study and the School of Policy, Government and International Affairs (SPGIA) at Mason.<br />
<br><br><br />
[[Image:ClausetA3.jpg|150px|{border}]]<br><br />
[http://tuvalu.santafe.edu/~aaronc/ Aaron Clauset], External Faculty, Santa Fe Institute; Assistant Professor of Computer Science, University of Colorado at Boulder <br><br />
<br><br />
'''Bio'''<br />
<br><br />
Aaron Clauset received a PhD in Computer Science from the University of New Mexico and a BS in Physics from Haverford College, and was an Omidyar Fellow at the prestigious Santa Fe Institute.<br />
Clauset is an internationally recognized expert on complex networks, complex systems, the statistics of rare events, global patterns in terrorism and war. His research focuses on developing novel algorithms and models for understanding the data generated by complex biological and social systems. His efforts are multidisciplinary, drawing heavily on data analysis, statistics and probability, algorithms, machine learning, and statistical physics. <br />
<br><br><br />
[[Image:mirtag.jpg|150px|{border}]]<br><br />
[http://santafe.edu/about/people/profile/Mirta%20Galesic Mirta Galesic] Professor, Santa Fe Institute; Cowan Chair in Human Social Dynamics, Santa Fe Institute<br><br />
<br><br />
'''Bio'''<br />
<br><br />
Mirta Galesic studies how simple cognitive mechanisms interact with properties of the external environment to produce seemingly complex social phenomena.<br />
In one line of research, she investigates how apparent cognitive biases in social judgments emerge as a product of the interplay of well-adapted minds and the statistical structure of social environments. In another line of research she examines the origins of humans’ uniquely profound cooperation. <br />
She also studies risk and uncertainty in complex systems, in particular in financial, medical, and environmental domains.<br />
Galesic has published more than 50 peer-reviewed articles and co-edited a book. She received the 2013 Jane Beattie Award for Innovation in Decision Research from the European Association for Decision Making.<br />
<br><br><br />
[[Image:rajiv.jpg|150px|{border}]]<br><br />
[http://www.columbia.edu/~rs328/ Rajiv Sethi] External Professor, Santa Fe Institute; Ann Whitney Olin Professor of Economics, Barnard College<br><br />
<br><br />
'''Bio'''<br><br />
In addition to his teaching duties for the Barnard economics department, Sethi is a Faculty Fellow at the Institute for Social and Economic Research and Policy (ISERP) at Columbia, and regularly teaches graduate courses in Columbia's economics department and the School of International and Public Affairs.<br />
His research and teaching is focused primarily on Financial Economics and the Economics of Inequality. In recent work, he has examined segregation in neighborhoods and social networks, stereotyping in economic interactions, disparities across groups in crime victimization and incarceration, and the transmission across generations of group inequality. He is also currently working on polarization in public beliefs, the effects of credit derivatives on the cost of capital, and the dynamics of prices in speculative asset markets.<br />
<br><br><br />
[[Image:strumsky.jpg|150px|{border}]]<br><br />
[http://ineteconomics.org/conference/hongkong/deborah-strumsky Deborah Strumsky] Professor of Economics, University of North Carolina at Charlotte<br><br />
<br><br />
'''Bio'''<br><br />
Deborah Strumsky is an urban economist currently at the University of North Carolina at Charlotte. She specializes in studying the relationship between innovation and economic growth through a variety of methodologies including social network modeling, spatial econometrics and approaches from complex adaptive systems. Recent research efforts involved research on federal funding and invention in green technologies, a report with the Brookings Institute on Patenting and Innovation in Metropolitan America, and several papers on urban scaling with the Santa Fe Institute. She received her Master’s and PhD in Regional Science from Cornell University.<br />
<br></div>Mmhttps://wiki.santafe.edu/index.php?title=SFI_Short_Course_2015_-_Home_2015&diff=56524SFI Short Course 2015 - Home 20152015-02-13T22:38:27Z<p>Mm: </p>
<hr />
<div>{{SFI Short Course 2015}}<br />
<br />
<br />
'''2015 Short Course: Exploring Complexity in Social Systems and Economics'''<br><br />
'''August 25 - 27, 2015 - Santa Fe Institute - Santa Fe, New Mexico'''<br><br />
<br><br />
Social systems are intrinsically complex, whether they be groups of interacting ants, humans, companies, cities, or societies. How do such systems organize themselves to produce sophisticated collective behavior? How do they adapt and learn in the face of changing circumstances? How does group cooperation emerge from social yet selfish individuals, and how can such cooperation be fostered? What causes social systems to fail or collapse, and what makes them resilient? By approaching these and other profound questions of social science from a complexity perspective, scientists are beginning to understand and predict social behavior in wholly new ways.<br />
<br><br><br />
This accessible two-and-a-half-day course will provide an intensive introduction to the field of complexity as it relates to social systems. Via lectures, exercises, and interactive discussions with prominent SFI faculty, you will learn how methods and tools at the forefront of complexity science are being applied to modeling, predicting, and impacting the behavior of social systems across many disciplines.<br />
<br><br><br />
This course is specifically designed for professionals, faculty, students and others who are curious to explore and apply ideas from complexity to social systems. This course has no prerequisites and requires no specific math or science background. Examples of people who will particularly benefit from this course are managers and policy-makers in business, government, and non-profit organizations; industrial research and development staff; medical, social work, and education professionals; journalists; and university faculty and students in any area of science or social science.<br />
<br><br></div>Mmhttps://wiki.santafe.edu/index.php?title=SFI_Short_Course_2015_-_Agenda_2015&diff=56523SFI Short Course 2015 - Agenda 20152015-02-13T22:37:50Z<p>Mm: </p>
<hr />
<div>{{SFI Short Course 2015}}<br />
<br />
<br />
'''August 25-27, 2015'''<br><br />
'''Topical Theme: Exploring Complexity in Social Systems and Economics'''<br><br />
'''Santa Fe, New Mexico'''<br><br />
'''Santa Fe Institute'''<br><br />
<br><br />
<br><br />
'''Full agenda coming soon'''</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51354Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-09-05T15:59:25Z<p>Mm: </p>
<hr />
<div>{{Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective 2013}}<br />
<br />
<br />
===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, [http://www.amazon.com/Six-Degrees-The-Science-Connected/dp/0393325423 Six Degrees: The Science of a Connected Age]<br />
<br />
A. L. Barabasi, [http://www.amazon.com/Linked-Everything-Connected-Business-Everyday/dp/0452284392 Linked: How Everything Is Connected to Everything Else and What It Means]<br />
<br />
Mark Newman, [http://www.amazon.com/Networks-An-Introduction-Mark-Newman/dp/0199206651 Networks: An Introduction]<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
Clauset, A. [http://arxiv.org/abs/0706.1062 Power-law distributions in empirical data]<br />
<br />
<br />
'''Lauren Ancel Meyers' lecture (Networks in Epidemiology):'''<br />
<br />
Bansal, S., J. Read, B. Pourbohloul, L.A. Meyers (2010) [http://www.bio.utexas.edu/research/meyers/LaurenM/BansalJBD10.pdf The dynamic nature of contact networks in infectious disease epidemiology]. Journal of Biological Dynamics 4: 478-489.<br />
<br />
'''Software'''<br />
<br />
[http://www.bio.utexas.edu/research/meyers/dicon/ Dicon Disease Control System]<br />
<br />
<br />
'''Melanie Mitchell's lecture (Network Modeling Tools):'''<br />
<br />
D. J. Watts and S. H. Strogatz, [http://labs.yahoo.com/files/w_s_NATURE_0.pdf Collective dynamics of 'small-world' networks]. Nature, 393, 440-442, 1998.<br />
<br />
E. Bullmore and O. Sporns, [http://www.neuroscience.cam.ac.uk/Uploads/nrn%20bullmore%20sporns%202012.pdf The economy of brain network organization]. Nature Reviews Neuroscience, 13, 336-349, 2012. <br />
<br />
<br />
<br />
'''Jennifer Dunne's lecture (Ecological Networks):'''<br />
<br />
Dunne, J.A., [[media:jenpaper.pdf | Food webs]]. In the “Complex Networks and Graph Theory” section of the Encyclopedia of Complexity and Systems Science, ed. R.A. Meyers. Springer, New York, pp. 3661-3682, 2009. <br />
<br />
<br />
<br />
'''Simon DeDeo's lecture (How Groups Think: Emergence and Cognition in Social Systems):'''<br />
<br />
DeDeo, S. 2012. [http://arxiv.org/pdf/1212.0018 Evidence for Non-Finite-State Computation in a Human Social System]. Working Paper, Santa Fe Institute.<br />
<br />
Rehmeyer, J. 2013. [http://www.santafe.edu/news/item/science-news-dedeo-hive-mind/ Probing Wikipedia editors' hive mind]. Article, Science News<br />
<br />
DeDeo, S. [http://nautil.us/issue/2/uncertainty/the-coin-toss-and-the-love-triangle The Coin Toss and the Love Triangle]. Article, Nautilus. <br />
<br />
<br />
'''Paul Hines' lecture (The Power Grid as a Complex Network):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010. http://arxiv.org/abs/1002.2268<br />
<br />
<br />
<br />
'''Bernardo Huberman's lecture (Social Media and the Attention Economy):'''<br />
<br />
B. Huberman, [[Media:hubermanfile.pdf | Social Computing and the Attention Economy]], <br />
Journal of Statistical Physics, 151, 1-2, 329-339, 2013. <br />
<br />
<br />
'''Cris Moore's lecture (Dealing with Uncertainty in Networks):'''<br />
<br />
A. Clauset, C. Moore, and M. E. J. Newman, [http://www-personal.umich.edu/~mejn/papers/cmn08.pdf Hierarchical structure and the prediction of missing links in networks]. Nature, 453, 98-101, 2008.<br />
<br />
C. Moore, X. Yan, Y. Zhu, J.-B. Rouquier, and T. Lane, <br />
[http://arxiv.org/abs/1109.3240 Active learning for node classification in assortative and disassortative networks]. Proc. 17th Int. Conf. on Knowledge Discovery and Data Mining (KDD '11), 841-849.<br />
<br />
<br />
<br />
'''Luis Bettencourt's lecture (The Origin of Scaling in Cities):'''<br />
<br />
L. Bettencourt, [http://www.sciencemag.org/content/340/6139/1438.abstract The Origins of Scaling in Cities Abstract]<br />
<br />
L. Bettencourt, [http://www.santafe.edu/media/workingpapers/12-09-014.pdf The origin of scaling in cities], Science, 340, 6139, 1438-1441, 2013. <br />
<br />
L. Bettencourt, [http://www.santafe.edu/media/workingpapers/13-03-008.pdf The Kind of Problem a City Is] <br />
<br />
<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51353Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-09-05T15:57:40Z<p>Mm: </p>
<hr />
<div>{{Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective 2013}}<br />
<br />
<br />
===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, [http://www.amazon.com/Six-Degrees-The-Science-Connected/dp/0393325423 Six Degrees: The Science of a Connected Age]<br />
<br />
A. L. Barabasi, [http://www.amazon.com/Linked-Everything-Connected-Business-Everyday/dp/0452284392 Linked: How Everything Is Connected to Everything Else and What It Means]<br />
<br />
Mark Newman, [http://www.amazon.com/Networks-An-Introduction-Mark-Newman/dp/0199206651 Networks: An Introduction]<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
Clauset, A. [http://arxiv.org/abs/0706.1062 Power-law distributions in empirical data]<br />
<br />
'''Software'''<br />
<br />
[http://nwb.cns.iu.edu/ Network Workbench]<br />
<br />
[http://www.cytoscape.org/ Cytoscape]<br />
<br />
[http://networkx.github.io/ Network X]<br />
<br />
<br />
<br />
'''Lauren Ancel Meyers' lecture (Networks in Epidemiology):'''<br />
<br />
Bansal, S., J. Read, B. Pourbohloul, L.A. Meyers (2010) [http://www.bio.utexas.edu/research/meyers/LaurenM/BansalJBD10.pdf The dynamic nature of contact networks in infectious disease epidemiology]. Journal of Biological Dynamics 4: 478-489.<br />
<br />
'''Software'''<br />
<br />
[http://www.bio.utexas.edu/research/meyers/dicon/ Dicon Disease Control System]<br />
<br />
<br />
'''Melanie Mitchell's lecture (Network Modeling Tools):'''<br />
<br />
D. J. Watts and S. H. Strogatz, [http://labs.yahoo.com/files/w_s_NATURE_0.pdf Collective dynamics of 'small-world' networks]. Nature, 393, 440-442, 1998.<br />
<br />
E. Bullmore and O. Sporns, [http://www.neuroscience.cam.ac.uk/Uploads/nrn%20bullmore%20sporns%202012.pdf The economy of brain network organization]. Nature Reviews Neuroscience, 13, 336-349, 2012. <br />
<br />
<br />
<br />
'''Jennifer Dunne's lecture (Ecological Networks):'''<br />
<br />
Dunne, J.A., [[media:jenpaper.pdf | Food webs]]. In the “Complex Networks and Graph Theory” section of the Encyclopedia of Complexity and Systems Science, ed. R.A. Meyers. Springer, New York, pp. 3661-3682, 2009. <br />
<br />
<br />
<br />
'''Simon DeDeo's lecture (How Groups Think: Emergence and Cognition in Social Systems):'''<br />
<br />
DeDeo, S. 2012. [http://arxiv.org/pdf/1212.0018 Evidence for Non-Finite-State Computation in a Human Social System]. Working Paper, Santa Fe Institute.<br />
<br />
Rehmeyer, J. 2013. [http://www.santafe.edu/news/item/science-news-dedeo-hive-mind/ Probing Wikipedia editors' hive mind]. Article, Science News<br />
<br />
DeDeo, S. [http://nautil.us/issue/2/uncertainty/the-coin-toss-and-the-love-triangle The Coin Toss and the Love Triangle]. Article, Nautilus. <br />
<br />
<br />
'''Paul Hines' lecture (The Power Grid as a Complex Network):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010. http://arxiv.org/abs/1002.2268<br />
<br />
<br />
<br />
'''Bernardo Huberman's lecture (Social Media and the Attention Economy):'''<br />
<br />
B. Huberman, [[Media:hubermanfile.pdf | Social Computing and the Attention Economy]], <br />
Journal of Statistical Physics, 151, 1-2, 329-339, 2013. <br />
<br />
<br />
'''Cris Moore's lecture (Dealing with Uncertainty in Networks):'''<br />
<br />
A. Clauset, C. Moore, and M. E. J. Newman, [http://www-personal.umich.edu/~mejn/papers/cmn08.pdf Hierarchical structure and the prediction of missing links in networks]. Nature, 453, 98-101, 2008.<br />
<br />
C. Moore, X. Yan, Y. Zhu, J.-B. Rouquier, and T. Lane, <br />
[http://arxiv.org/abs/1109.3240 Active learning for node classification in assortative and disassortative networks]. Proc. 17th Int. Conf. on Knowledge Discovery and Data Mining (KDD '11), 841-849.<br />
<br />
<br />
<br />
'''Luis Bettencourt's lecture (The Origin of Scaling in Cities):'''<br />
<br />
L. Bettencourt, [http://www.santafe.edu/media/workingpapers/12-09-014.pdf The origin of scaling in cities], Science, 340, 6139, 1438-1441, 2013. <br />
<br />
L. Bettencourt, [http://www.santafe.edu/media/workingpapers/13-03-008.pdf The Kind of Problem a City Is] <br />
<br />
L. Bettencourt, [http://www.sciencemag.org/content/340/6139/1438.abstract The Origins of Scaling in Cities Abstract]<br />
<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Software_2013&diff=51323Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Software 20132013-09-04T16:58:19Z<p>Mm: </p>
<hr />
<div>{{Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective 2013}}<br />
<br />
<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/GettingStartedWithNetLogo.pdf Getting Started With Netlogo]'''<br />
<br />
'''[http://ccl.northwestern.edu/netlogo/ Netlogo Download Page]'''<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/SmallWorldNetworks.nlogo Small-world networks model (Netlogo)]'''<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/PreferentialAttachment.nlogo Preferential attachment model (Netlogo)]'''<br />
<br />
'''[http://www.cytoscape.org/ Cytoscape]'''<br />
<br />
''' [http://nwb.cns.iu.edu/ Network Workbench]'''<br />
<br />
'''[http://gephi.org/ Gelphi]'''<br />
<br />
'''[http://strategic.mit.edu/downloads.php?page=matlab_networks Matlab tools for network analysis] (MIT)'''<br />
<br />
'''[http://research.microsoft.com/en-us/projects/nodexl/ NodeXL] (Microsoft)'''<br />
<br />
'''[http://networkx.github.io/ NetworkX] (Python libraries for network analysis)'''</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Software_2013&diff=51319Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Software 20132013-09-04T16:04:34Z<p>Mm: </p>
<hr />
<div>{{Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective 2013}}<br />
<br />
<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/GettingStartedWithNetLogo.pdf Getting Started With Netlogo]'''<br />
<br />
'''[http://ccl.northwestern.edu/netlogo/ Netlogo Download Page]'''<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/SmallWorldNetworks.nlogo Small-world networks model (Netlogo)]'''<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/PreferentialAttachment.nlogo Preferential attachment model (Netlogo)]'''<br />
<br />
'''[http://www.cytoscape.org/ Cytoscape]'''<br />
<br />
''' [http://nwb.cns.iu.edu/ Network Workbench]'''<br />
<br />
'''[http://gephi.org/ Gelphi]'''<br />
<br />
'''[http://strategic.mit.edu/downloads.php?page=matlab_networks Matlab tools for network analysis] (MIT)'''<br />
<br />
'''[http://research.microsoft.com/en-us/projects/nodexl/ NodeXL] (Microsoft)'''</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Software_2013&diff=51308Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Software 20132013-09-04T14:44:23Z<p>Mm: </p>
<hr />
<div>{{Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective 2013}}<br />
<br />
<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/GettingStartedWithNetLogo.pdf Getting Started With Netlogo]'''<br />
<br />
'''[http://ccl.northwestern.edu/netlogo/ Netlogo Download Page]'''<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/PreferentialAttachment.nlogo Preferential attachment simulation (Netlogo)]'''<br />
<br />
'''[http://www.cytoscape.org/ Cytoscape]'''<br />
<br />
''' [http://nwb.cns.iu.edu/ Network Workbench]'''<br />
<br />
'''[http://gephi.org/ Gelphi]'''<br />
<br />
'''[http://strategic.mit.edu/downloads.php?page=matlab_networks Matlab tools for network analysis] (MIT)'''<br />
<br />
'''[http://research.microsoft.com/en-us/projects/nodexl/ NodeXL] (Microsoft)'''</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Software_2013&diff=51307Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Software 20132013-09-04T14:44:08Z<p>Mm: </p>
<hr />
<div>{{Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective 2013}}<br />
<br />
<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/GettingStartedWithNetLogo.pdf Getting Started With Netlogo]'''<br />
<br />
'''[http://ccl.northwestern.edu/netlogo/ Netlogo Download Page]'''<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/PreferentialAttachment.nlogo Preferential attachment simulation (Netlogo)]'''<br />
<br />
'''[http://www.cytoscape.org/ Cytoscape]'''<br />
<br />
''' [http://nwb.cns.iu.edu/ Network Workbench]'''<br />
<br />
'''[http://gephi.org/ Gelphi]'''<br />
<br />
'''[http://strategic.mit.edu/downloads.php?page=matlab_networks Matlab tools for network analysis] (MIT)'''<br />
'''[http://research.microsoft.com/en-us/projects/nodexl/ NodeXL] (Microsoft)'''</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Software_2013&diff=51306Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Software 20132013-09-04T14:42:45Z<p>Mm: </p>
<hr />
<div>{{Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective 2013}}<br />
<br />
<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/GettingStartedWithNetLogo.pdf Getting Started With Netlogo]'''<br />
<br />
'''[http://ccl.northwestern.edu/netlogo/ Netlogo Download Page]'''<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/PreferentialAttachment.nlogo Preferential attachment simulation (Netlogo)]'''<br />
<br />
'''[http://www.cytoscape.org/ Cytoscape]'''<br />
<br />
''' [http://nwb.cns.iu.edu/ Network Workbench]'''<br />
<br />
'''[http://gephi.org/ Gelphi]'''<br />
<br />
'''[http://strategic.mit.edu/downloads.php?page=matlab_networks Matlab tools for network analysis] (MIT)'''</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Software_2013&diff=51305Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Software 20132013-09-04T14:41:13Z<p>Mm: </p>
<hr />
<div>{{Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective 2013}}<br />
<br />
<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/GettingStartedWithNetLogo.pdf Getting Started With Netlogo]'''<br />
<br />
'''[http://ccl.northwestern.edu/netlogo/ Netlogo Download Page]'''<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/PreferentialAttachment.nlogo Preferential attachment simulation (Netlogo)]'''<br />
<br />
'''[http://www.cytoscape.org/ Cytoscape]'''<br />
<br />
''' [http://nwb.cns.iu.edu/ Network Workbench]'''<br />
<br />
'''[http://gephi.org/ Gelphi]'''</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Software_2013&diff=51304Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Software 20132013-09-04T14:39:43Z<p>Mm: </p>
<hr />
<div>{{Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective 2013}}<br />
<br />
<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/GettingStartedWithNetLogo.pdf Getting Started With Netlogo]'''<br />
<br />
'''[http://ccl.northwestern.edu/netlogo/ Netlogo Download Page]'''<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/PreferentialAttachment.nlogo Preferential attachment simulation (Netlogo)]'''<br />
<br />
'''[http://www.cytoscape.org/ Cytoscape]'''<br />
<br />
''' [http://nwb.cns.iu.edu/ Network Workbench]'''<br />
<br />
'''[https://gephi.org/ Gelphi]'''</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Software_2013&diff=51236Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Software 20132013-09-02T21:45:21Z<p>Mm: </p>
<hr />
<div>'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/GettingStartedWithNetLogo.pdf Getting Started With Netlogo]'''<br />
<br />
'''[http://ccl.northwestern.edu/netlogo/ Netlogo Download Page]'''<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/PreferentialAttachment.nlogo Preferential attachment simulation (Netlogo)]'''<br />
<br />
'''[http://www.cytoscape.org/ Cytoscape]'''<br />
<br />
''' [http://nwb.cns.iu.edu/ Network Workbench]'''</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Software_2013&diff=51235Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Software 20132013-09-02T21:44:26Z<p>Mm: </p>
<hr />
<div>'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/GettingStartedInNetLogo.pdf Getting Started in Netlogo]'''<br />
<br />
'''[http://ccl.northwestern.edu/netlogo/ Netlogo Download Page]'''<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/PreferentialAttachment.nlogo Preferential attachment simulation (Netlogo)]'''<br />
<br />
'''[http://www.cytoscape.org/ Cytoscape]'''<br />
<br />
''' [http://nwb.cns.iu.edu/ Network Workbench]'''</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Software_2013&diff=51234Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Software 20132013-09-02T21:42:57Z<p>Mm: </p>
<hr />
<div>{{Exploring Complex Networks, September 4-6, 2013}}<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/GettingStartedInNetLogo.pdf Getting Started in Netlogo]'''<br />
<br />
'''[http://ccl.northwestern.edu/netlogo/ Netlogo Download Page]'''<br />
<br />
'''[http://www.cecs.pdx.edu/~mm/NetlogoModels/PreferentialAttachment.nlogo Preferential attachment simulation (Netlogo)]'''<br />
<br />
'''[http://www.cytoscape.org/ Cytoscape]'''<br />
<br />
''' [http://nwb.cns.iu.edu/ Network Workbench]'''</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51233Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-09-02T20:46:06Z<p>Mm: </p>
<hr />
<div>===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Lauren Ancel Meyers' lecture (Networks in Epidemiology):'''<br />
<br />
Bansal, S., J. Read, B. Pourbohloul, L.A. Meyers (2010) [http://www.bio.utexas.edu/research/meyers/LaurenM/BansalJBD10.pdf The dynamic nature of contact networks in infectious disease epidemiology]. Journal of Biological Dynamics 4: 478-489.<br />
<br />
<br />
<br />
'''Melanie Mitchell's lecture (Network Modeling Tools):'''<br />
<br />
D. J. Watts and S. H. Strogatz, [http://labs.yahoo.com/files/w_s_NATURE_0.pdf Collective dynamics of 'small-world' networks]. Nature, 393, 440-442, 1998.<br />
<br />
E. Bullmore and O. Sporns, [http://www.neuroscience.cam.ac.uk/Uploads/nrn%20bullmore%20sporns%202012.pdf The economy of brain network organization]. Nature Reviews Neuroscience, 13, 336-349, 2012. <br />
<br />
<br />
<br />
'''Jennifer Dunne's lecture (Ecological Networks):'''<br />
<br />
Dunne, J.A., [[media:jenpaper.pdf | Food webs]]. In the “Complex Networks and Graph Theory” section of the Encyclopedia of Complexity and Systems Science, ed. R.A. Meyers. Springer, New York, pp. 3661-3682, 2009. <br />
<br />
<br />
'''Simon DeDeo's lecture (Emergence in Social Systems):'''<br />
<br />
DeDeo, S. 2012. [http://arxiv.org/pdf/1212.0018 Evidence for Non-Finite-State Computation in a Human Social System]. Working Paper, Santa Fe Institute.<br />
<br />
<br />
<br />
'''Paul Hines' lecture (The Power Grid as a Complex Network):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010. http://arxiv.org/abs/1002.2268<br />
<br />
<br />
<br />
'''Bernardo Huberman's lecture (Social Media and the Attention Economy):'''<br />
<br />
B. Huberman, [[Media:hubermanfile.pdf | Social Computing and the Attention Economy]], <br />
Journal of Statistical Physics, 151, 1-2, 329-339, 2013. <br />
<br />
<br />
'''Cris Moore's lecture (Dealing with Uncertainty in Networks):'''<br />
<br />
A. Clauset, C. Moore, and M. E. J. Newman, [http://www-personal.umich.edu/~mejn/papers/cmn08.pdf Hierarchical structure and the prediction of missing links in networks]. Nature, 453, 98-101, 2008.<br />
<br />
C. Moore, X. Yan, Y. Zhu, J.-B. Rouquier, and T. Lane, <br />
[http://arxiv.org/abs/1109.3240 Active learning for node classification in assortative and disassortative networks]. Proc. 17th Int. Conf. on Knowledge Discovery and Data Mining (KDD '11), 841-849.<br />
<br />
<br />
<br />
'''Luis Bettencourt's lecture (The Origin of Scaling in Cities):'''<br />
<br />
L. Bettencourt, [http://www.santafe.edu/media/workingpapers/12-09-014.pdf The origin of scaling in cities], Science, 340, 6139, 1438-1441, 2013. <br />
<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51232Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-09-02T20:45:52Z<p>Mm: </p>
<hr />
<div>===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Lauren Ancel Meyers' lecture (Networks in Epidemiology):'''<br />
<br />
Bansal, S., J. Read, B. Pourbohloul, L.A. Meyers (2010) [http://www.bio.utexas.edu/research/meyers/LaurenM/BansalJBD10.pdf The dynamic nature of contact networks in infectious disease epidemiology]. Journal of Biological Dynamics 4: 478-489.<br />
<br />
<br />
<br />
'''Melanie Mitchell's lecture (Network Modeling Tools):'''<br />
<br />
D. J. Watts and S. H. Strogatz, [http://labs.yahoo.com/files/w_s_NATURE_0.pdf Collective dynamics of 'small-world' networks]. Nature, 393, 440-442, 1998.<br />
<br />
E. Bullmore and O. Sporns, [http://www.neuroscience.cam.ac.uk/Uploads/nrn%20bullmore%20sporns%202012.pdf The economy of brain network organization]. Nature Reviews Neuroscience, 13, 336-349, 2012. <br />
<br />
<br />
<br />
<br />
'''Jennifer Dunne's lecture (Ecological Networks):'''<br />
<br />
Dunne, J.A., [[media:jenpaper.pdf | Food webs]]. In the “Complex Networks and Graph Theory” section of the Encyclopedia of Complexity and Systems Science, ed. R.A. Meyers. Springer, New York, pp. 3661-3682, 2009. <br />
<br />
<br />
'''Simon DeDeo's lecture (Emergence in Social Systems):'''<br />
<br />
DeDeo, S. 2012. [http://arxiv.org/pdf/1212.0018 Evidence for Non-Finite-State Computation in a Human Social System]. Working Paper, Santa Fe Institute.<br />
<br />
<br />
<br />
'''Paul Hines' lecture (The Power Grid as a Complex Network):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010. http://arxiv.org/abs/1002.2268<br />
<br />
<br />
<br />
'''Bernardo Huberman's lecture (Social Media and the Attention Economy):'''<br />
<br />
B. Huberman, [[Media:hubermanfile.pdf | Social Computing and the Attention Economy]], <br />
Journal of Statistical Physics, 151, 1-2, 329-339, 2013. <br />
<br />
<br />
'''Cris Moore's lecture (Dealing with Uncertainty in Networks):'''<br />
<br />
A. Clauset, C. Moore, and M. E. J. Newman, [http://www-personal.umich.edu/~mejn/papers/cmn08.pdf Hierarchical structure and the prediction of missing links in networks]. Nature, 453, 98-101, 2008.<br />
<br />
C. Moore, X. Yan, Y. Zhu, J.-B. Rouquier, and T. Lane, <br />
[http://arxiv.org/abs/1109.3240 Active learning for node classification in assortative and disassortative networks]. Proc. 17th Int. Conf. on Knowledge Discovery and Data Mining (KDD '11), 841-849.<br />
<br />
<br />
<br />
'''Luis Bettencourt's lecture (The Origin of Scaling in Cities):'''<br />
<br />
L. Bettencourt, [http://www.santafe.edu/media/workingpapers/12-09-014.pdf The origin of scaling in cities], Science, 340, 6139, 1438-1441, 2013. <br />
<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51231Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-09-02T17:25:30Z<p>Mm: </p>
<hr />
<div>===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Lauren Ancel Meyers' lecture (Networks in Epidemiology):'''<br />
<br />
Bansal, S., J. Read, B. Pourbohloul, L.A. Meyers (2010) [http://www.bio.utexas.edu/research/meyers/LaurenM/BansalJBD10.pdf The dynamic nature of contact networks in infectious disease epidemiology]. Journal of Biological Dynamics 4: 478-489.<br />
<br />
<br />
<br />
'''Jennifer Dunne's lecture (Ecological Networks):'''<br />
<br />
Dunne, J.A., [[media:jenpaper.pdf | Food webs]]. In the “Complex Networks and Graph Theory” section of the Encyclopedia of Complexity and Systems Science, ed. R.A. Meyers. Springer, New York, pp. 3661-3682, 2009. <br />
<br />
<br />
'''Simon DeDeo's lecture (Emergence in Social Systems):'''<br />
<br />
DeDeo, S. 2012. [http://arxiv.org/pdf/1212.0018 Evidence for Non-Finite-State Computation in a Human Social System]. Working Paper, Santa Fe Institute.<br />
<br />
<br />
<br />
'''Paul Hines' lecture (The Power Grid as a Complex Network):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010. http://arxiv.org/abs/1002.2268<br />
<br />
<br />
<br />
'''Bernardo Huberman's lecture (Social Media and the Attention Economy):'''<br />
<br />
B. Huberman, [[Media:hubermanfile.pdf | Social Computing and the Attention Economy]], <br />
Journal of Statistical Physics, 151, 1-2, 329-339, 2013. <br />
<br />
<br />
'''Cris Moore's lecture (Dealing with Uncertainty in Networks):'''<br />
<br />
A. Clauset, C. Moore, and M. E. J. Newman, [http://www-personal.umich.edu/~mejn/papers/cmn08.pdf Hierarchical structure and the prediction of missing links in networks]. Nature, 453, 98-101, 2008.<br />
<br />
C. Moore, X. Yan, Y. Zhu, J.-B. Rouquier, and T. Lane, <br />
[http://arxiv.org/abs/1109.3240 Active learning for node classification in assortative and disassortative networks]. Proc. 17th Int. Conf. on Knowledge Discovery and Data Mining (KDD '11), 841-849.<br />
<br />
<br />
<br />
'''Luis Bettencourt's lecture (The Origin of Scaling in Cities):'''<br />
<br />
L. Bettencourt, [http://www.santafe.edu/media/workingpapers/12-09-014.pdf The origin of scaling in cities], Science, 340, 6139, 1438-1441, 2013. <br />
<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51230Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-09-02T17:25:06Z<p>Mm: </p>
<hr />
<div>===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Lauren Ancel Meyers' lecture (Networks in Epidemiology):'''<br />
<br />
Bansal, S., J. Read, B. Pourbohloul, L.A. Meyers (2010) [http://www.bio.utexas.edu/research/meyers/LaurenM/BansalJBD10.pdf The dynamic nature of contact networks in infectious disease epidemiology]. Journal of Biological Dynamics 4: 478-489.<br />
<br />
<br />
<br />
'''Jennifer Dunne's lecture (Ecological Networks):'''<br />
<br />
Dunne, J.A. [[media:jenpaper.pdf | Food webs]]. In the “Complex Networks and Graph Theory” section of the Encyclopedia of Complexity and Systems Science, ed. R.A. Meyers. Springer, New York, pp. 3661-3682, 2009. <br />
<br />
<br />
'''Simon DeDeo's lecture (Emergence in Social Systems):'''<br />
<br />
DeDeo, S. 2012. [http://arxiv.org/pdf/1212.0018 Evidence for Non-Finite-State Computation in a Human Social System]. Working Paper, Santa Fe Institute.<br />
<br />
<br />
<br />
'''Paul Hines' lecture (The Power Grid as a Complex Network):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010. http://arxiv.org/abs/1002.2268<br />
<br />
<br />
<br />
'''Bernardo Huberman's lecture (Social Media and the Attention Economy):'''<br />
<br />
B. Huberman, [[Media:hubermanfile.pdf | Social Computing and the Attention Economy]], <br />
Journal of Statistical Physics, 151, 1-2, 329-339, 2013. <br />
<br />
<br />
'''Cris Moore's lecture (Dealing with Uncertainty in Networks):'''<br />
<br />
A. Clauset, C. Moore, and M. E. J. Newman, [http://www-personal.umich.edu/~mejn/papers/cmn08.pdf Hierarchical structure and the prediction of missing links in networks]. Nature, 453, 98-101, 2008.<br />
<br />
C. Moore, X. Yan, Y. Zhu, J.-B. Rouquier, and T. Lane, <br />
[http://arxiv.org/abs/1109.3240 Active learning for node classification in assortative and disassortative networks]. Proc. 17th Int. Conf. on Knowledge Discovery and Data Mining (KDD '11), 841-849.<br />
<br />
<br />
<br />
'''Luis Bettencourt's lecture (The Origin of Scaling in Cities):'''<br />
<br />
L. Bettencourt, [http://www.santafe.edu/media/workingpapers/12-09-014.pdf The origin of scaling in cities], Science, 340, 6139, 1438-1441, 2013. <br />
<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51229Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-09-02T17:23:36Z<p>Mm: </p>
<hr />
<div>===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Lauren Ancel Meyers' lecture (Networks in Epidemiology):'''<br />
<br />
Bansal, S., J. Read, B. Pourbohloul, L.A. Meyers (2010) [http://www.bio.utexas.edu/research/meyers/LaurenM/BansalJBD10.pdf The dynamic nature of contact networks in infectious disease epidemiology]. Journal of Biological Dynamics 4: 478-489.<br />
<br />
<br />
<br />
'''Jennifer Dunne's lecture (Ecological Networks):'''<br />
<br />
[[media:jenpaper.pdf | Dunne, J.A. 2009. Food webs. Pages 3661-3682]] in the “Complex Networks and Graph Theory” section of the Encyclopedia of Complexity and Systems Science, ed. R.A. Meyers. Springer, New York. <br />
<br />
<br />
'''Simon DeDeo's lecture (Emergence in Social Systems):'''<br />
<br />
DeDeo, S. 2012. [http://arxiv.org/pdf/1212.0018 Evidence for Non-Finite-State Computation in a Human Social System]. Working Paper, Santa Fe Institute.<br />
<br />
<br />
<br />
'''Paul Hines' lecture (The Power Grid as a Complex Network):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010. http://arxiv.org/abs/1002.2268<br />
<br />
<br />
<br />
'''Bernardo Huberman's lecture (Social Media and the Attention Economy):'''<br />
<br />
B. Huberman, [[Media:hubermanfile.pdf | Social Computing and the Attention Economy]], <br />
Journal of Statistical Physics, 151, 1-2, 329-339, 2013. <br />
<br />
<br />
'''Cris Moore's lecture (Dealing with Uncertainty in Networks):'''<br />
<br />
A. Clauset, C. Moore, and M. E. J. Newman, [http://www-personal.umich.edu/~mejn/papers/cmn08.pdf Hierarchical structure and the prediction of missing links in networks]. Nature, 453, 98-101, 2008.<br />
<br />
C. Moore, X. Yan, Y. Zhu, J.-B. Rouquier, and T. Lane, <br />
[http://arxiv.org/abs/1109.3240 Active learning for node classification in assortative and disassortative networks]. Proc. 17th Int. Conf. on Knowledge Discovery and Data Mining (KDD '11), 841-849.<br />
<br />
<br />
<br />
'''Luis Bettencourt's lecture (The Origin of Scaling in Cities):'''<br />
<br />
L. Bettencourt, [http://www.santafe.edu/media/workingpapers/12-09-014.pdf The origin of scaling in cities], Science, 340, 6139, 1438-1441, 2013. <br />
<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51228Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-09-01T22:11:39Z<p>Mm: </p>
<hr />
<div>===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Lauren Ancel Meyers' lecture (Networks in Epidemiology):'''<br />
<br />
Bansal, S., J. Read, B. Pourbohloul, L.A. Meyers (2010) [http://www.bio.utexas.edu/research/meyers/LaurenM/BansalJBD10.pdf The dynamic nature of contact networks in infectious disease epidemiology]. Journal of Biological Dynamics 4: 478-489.<br />
<br />
<br />
<br />
'''Jennifer Dunne's lecture (Ecological Networks):'''<br />
<br />
[[media:jenpaper.pdf | Dunne, J.A. 2009. Food webs. Pages 3661-3682]] in the “Complex Networks and Graph Theory” section of the Encyclopedia of Complexity and Systems Science, ed. R.A. Meyers. Springer, New York. <br />
<br />
<br />
'''Simon DeDeo's lecture (Emergence in Social Systems):'''<br />
<br />
DeDeo, S. 2012. [http://arxiv.org/pdf/1212.0018 Evidence for Non-Finite-State Computation in a Human Social System]. Working Paper, Santa Fe Institute.<br />
<br />
<br />
<br />
'''Paul Hines' lecture (The Power Grid as a Complex Network):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010. http://arxiv.org/abs/1002.2268<br />
<br />
<br />
<br />
'''Bernardo Huberman's lecture (Social Media and the Attention Economy):'''<br />
<br />
B. Huberman, [[Media:hubermanfile.pdf | Social Computing and the Attention Economy]], <br />
Journal of Statistical Physics, 151, 1-2, 329-339, 2013. <br />
<br />
<br />
<br />
'''Luis Bettencourt's lecture (The Origin of Scaling in Cities):'''<br />
<br />
L. Bettencourt, [http://www.santafe.edu/media/workingpapers/12-09-014.pdf The origin of scaling in cities], Science, 340, 6139, 1438-1441, 2013. <br />
<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51227Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-09-01T22:11:08Z<p>Mm: </p>
<hr />
<div>===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Lauren Ancel Meyers' lecture (Networks in Epidemiology):'''<br />
<br />
Bansal, S., J. Read, B. Pourbohloul, L.A. Meyers (2010) [http://www.bio.utexas.edu/research/meyers/LaurenM/BansalJBD10.pdf The dynamic nature of contact networks in infectious disease epidemiology]. Journal of Biological Dynamics 4: 478-489.<br />
<br />
<br />
<br />
'''Jennifer Dunne's lecture (Ecological Networks):'''<br />
<br />
[[media:jenpaper.pdf | Dunne, J.A. 2009. Food webs. Pages 3661-3682]] in the “Complex Networks and Graph Theory” section of the Encyclopedia of Complexity and Systems Science, ed. R.A. Meyers. Springer, New York. <br />
<br />
<br />
'''Simon DeDeo's lecture (Emergence in Social Systems):'''<br />
<br />
DeDeo, S. 2012. [http://arxiv.org/pdf/1212.0018 Evidence for Non-Finite-State Computation in a Human Social System]. Working Paper, Santa Fe Institute.<br />
<br />
<br />
<br />
'''Paul Hines' lecture (The Power Grid as a Complex Network):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
<br />
'''Bernardo Huberman's lecture (Social Media and the Attention Economy):'''<br />
<br />
B. Huberman, [[Media:hubermanfile.pdf | Social Computing and the Attention Economy]], <br />
Journal of Statistical Physics, 151, 1-2, 329-339, 2013. <br />
<br />
<br />
<br />
'''Luis Bettencourt's lecture (The Origin of Scaling in Cities):'''<br />
<br />
L. Bettencourt, [http://www.santafe.edu/media/workingpapers/12-09-014.pdf The origin of scaling in cities], Science, 340, 6139, 1438-1441, 2013. <br />
<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51226Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-09-01T22:09:51Z<p>Mm: </p>
<hr />
<div>===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Lauren Ancel Meyers' lecture (Networks in Epidemiology):'''<br />
<br />
Bansal, S., J. Read, B. Pourbohloul, L.A. Meyers (2010) [http://www.bio.utexas.edu/research/meyers/LaurenM/BansalJBD10.pdf The dynamic nature of contact networks in infectious disease epidemiology]. Journal of Biological Dynamics 4: 478-489.<br />
<br />
<br />
<br />
'''Jennifer Dunne's lecture (Ecological Networks):'''<br />
<br />
[[media:jenpaper.pdf | Dunne, J.A. 2009. Food webs. Pages 3661-3682]] in the “Complex Networks and Graph Theory” section of the Encyclopedia of Complexity and Systems Science, ed. R.A. Meyers. Springer, New York. <br />
<br />
<br />
'''Simon DeDeo's lecture (Emergence in Social Systems):'''<br />
<br />
DeDeo, S. 2012. [http://arxiv.org/pdf/1212.0018 Evidence for Non-Finite-State Computation in a Human Social System]. Working Paper, Santa Fe Institute.<br />
<br />
<br />
<br />
'''Paul Hines' lecture (The Power Grid as a Complex Network):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
<br />
'''Bernardo Huberman's lecture (Social Media and the Attention Economy):'''<br />
<br />
B. Huberman, [[Media:hubermanfile.pdf | Social Computing and the Attention Economy]]<br />
<br />
<br />
<br />
'''Luis Bettencourt's lecture (The Origin of Scaling in Cities):'''<br />
<br />
L. Bettencourt, [http://www.santafe.edu/media/workingpapers/12-09-014.pdf The origin of scaling in cities], Science, 340, 6139, 1438-1441, 2013. <br />
<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51225Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-09-01T22:09:31Z<p>Mm: </p>
<hr />
<div>===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Lauren Ancel Meyers' lecture (Networks in Epidemiology):'''<br />
<br />
Bansal, S., J. Read, B. Pourbohloul, L.A. Meyers (2010) [http://www.bio.utexas.edu/research/meyers/LaurenM/BansalJBD10.pdf The dynamic nature of contact networks in infectious disease epidemiology]. Journal of Biological Dynamics 4: 478-489.<br />
<br />
<br />
<br />
'''Jennifer Dunne's lecture (Ecological Networks):'''<br />
<br />
[[media:jenpaper.pdf | Dunne, J.A. 2009. Food webs. Pages 3661-3682]] in the “Complex Networks and Graph Theory” section of the Encyclopedia of Complexity and Systems Science, ed. R.A. Meyers. Springer, New York. <br />
<br />
<br />
'''Simon DeDeo's lecture (Emergence in Social Systems):'''<br />
<br />
DeDeo, S. 2012. [http://arxiv.org/pdf/1212.0018 Evidence for Non-Finite-State Computation in a Human Social System]. Working Paper, Santa Fe Institute.<br />
<br />
<br />
<br />
'''Paul Hines' lecture (The Power Grid as a Complex Network):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
<br />
'''Bernardo Huberman's lecture (Social Media and the Attention Economy):'''<br />
<br />
B. Huberman, [[Media:hubermanfile.pdf | Social Computing and the Attention Economy]]<br />
<br />
<br />
<br />
'''Luis Bettencourt's lecture (The Origin of Scaling in Cities):'''<br />
L. Bettencourt, [http://www.santafe.edu/media/workingpapers/12-09-014.pdf The origin of scaling in cities], Science, 340, 6139, 1438-1441, 2013. <br />
<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51224Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-08-31T22:20:01Z<p>Mm: </p>
<hr />
<div>===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Lauren Ancel Meyers' lecture (Networks in Epidemiology):'''<br />
<br />
Bansal, S., J. Read, B. Pourbohloul, L.A. Meyers (2010) [http://www.bio.utexas.edu/research/meyers/LaurenM/BansalJBD10.pdf The dynamic nature of contact networks in infectious disease epidemiology]. Journal of Biological Dynamics 4: 478-489.<br />
<br />
<br />
<br />
'''Jennifer Dunne's lecture (Ecological Networks):'''<br />
<br />
[[media:jenpaper.pdf | Dunne, J.A. 2009. Food webs. Pages 3661-3682]] in the “Complex Networks and Graph Theory” section of the Encyclopedia of Complexity and Systems Science, ed. R.A. Meyers. Springer, New York. <br />
<br />
<br />
'''Simon DeDeo's lecture (Emergence in Social Systems):'''<br />
<br />
DeDeo, S. 2012. [http://arxiv.org/pdf/1212.0018 Evidence for Non-Finite-State Computation in a Human Social System]. Working Paper, Santa Fe Institute.<br />
<br />
<br />
<br />
'''Paul Hines' lecture (The Power Grid as a Complex Network):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
<br />
'''Bernardo Huberman's lectures (Social Media and the Attention Economy):'''<br />
<br />
B. Huberman, [[Media:hubermanfile.pdf | Social Computing and the Attention Economy]]<br />
<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51223Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-08-31T22:19:04Z<p>Mm: </p>
<hr />
<div>===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Lauren Ancel Meyers' lectures (Networks in Epidemiology):'''<br />
<br />
Bansal, S., J. Read, B. Pourbohloul, L.A. Meyers (2010) [http://www.bio.utexas.edu/research/meyers/LaurenM/BansalJBD10.pdf The dynamic nature of contact networks in infectious disease epidemiology]. Journal of Biological Dynamics 4: 478-489.<br />
<br />
<br />
<br />
'''Jennifer Dunne's lectures (Ecological Networks):'''<br />
<br />
[[media:jenpaper.pdf | Dunne, J.A. 2009. Food webs. Pages 3661-3682]] in the “Complex Networks and Graph Theory” section of the Encyclopedia of Complexity and Systems Science, ed. R.A. Meyers. Springer, New York. <br />
<br />
<br />
'''Simon DeDeo's lectures (Emergence in Social Systems):'''<br />
<br />
DeDeo, S. 2012. [http://arxiv.org/pdf/1212.0018 Evidence for Non-Finite-State Computation in a Human Social System]. Working Paper, Santa Fe Institute.<br />
<br />
<br />
<br />
'''Paul Hines' lectures (Power Grid):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
<br />
'''Bernardo Huberman's lectures (Social Media and the Attention Economy):'''<br />
<br />
B. Huberman, [[Media:hubermanfile.pdf | Social Computing and the Attention Economy]]<br />
<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51222Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-08-31T22:18:13Z<p>Mm: </p>
<hr />
<div>===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Lauren Ancel Meyers' Lectures (Networks in Epidemiology):'''<br />
<br />
Bansal, S., J. Read, B. Pourbohloul, L.A. Meyers (2010) [http://www.bio.utexas.edu/research/meyers/LaurenM/BansalJBD10.pdf The dynamic nature of contact networks in infectious disease epidemiology]. Journal of Biological Dynamics 4: 478-489.<br />
<br />
<br />
<br />
'''Jennifer Dunne's Lectures (Ecological Networks):'''<br />
<br />
[[media:jenpaper.pdf | Dunne, J.A. 2009. Food webs. Pages 3661-3682]] in the “Complex Networks and Graph Theory” section of the Encyclopedia of Complexity and Systems Science, ed. R.A. Meyers. Springer, New York. <br />
<br />
<br />
'''Simon DeDeo's Lectures (Emergence in Social Systems):'''<br />
<br />
DeDeo, S. 2012. [http://arxiv.org/pdf/1212.0018 Evidence for Non-Finite-State Computation in a Human Social System]. Working Paper, Santa Fe Institute.<br />
<br />
<br />
<br />
'''Paul Hines' lectures (Power Grid):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
<br />
'''Bernardo Huberman (Social Media and the Attention Economy):'''<br />
<br />
B. Huberman, [[Media:hubermanfile.pdf | Social Computing and the Attention Economy]]<br />
<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51221Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-08-31T22:17:59Z<p>Mm: </p>
<hr />
<div>===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Lauren Ancel Meyers' Lectures (Networks in Epidemiology):'''<br />
<br />
Bansal, S., J. Read, B. Pourbohloul, L.A. Meyers (2010) [http://www.bio.utexas.edu/research/meyers/LaurenM/BansalJBD10.pdf The dynamic nature of contact networks in infectious disease epidemiology]. Journal of Biological Dynamics 4: 478-489.<br />
<br />
<br />
<br />
'''Jennifer Dunne's Lectures (Ecological Networks):'''<br />
<br />
[[media:jenpaper.pdf | Dunne, J.A. 2009. Food webs. Pages 3661-3682]] in the “Complex Networks and Graph Theory” section of the Encyclopedia of Complexity and Systems Science, ed. R.A. Meyers. Springer, New York. <br />
<br />
'''Simon DeDeo's Lectures (Emergence in Social Systems):'''<br />
<br />
DeDeo, S. 2012. [http://arxiv.org/pdf/1212.0018 Evidence for Non-Finite-State Computation in a Human Social System]. Working Paper, Santa Fe Institute.<br />
<br />
<br />
<br />
'''Paul Hines' lectures (Power Grid):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
<br />
'''Bernardo Huberman (Social Media and the Attention Economy):'''<br />
<br />
B. Huberman, [[Media:hubermanfile.pdf | Social Computing and the Attention Economy]]<br />
<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51214Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-08-29T18:24:17Z<p>Mm: </p>
<hr />
<div>===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Lauren Ancel Meyers' Lectures (Networks in Epidemiology):'''<br />
<br />
Bansal, S., J. Read, B. Pourbohloul, L.A. Meyers (2010) [http://www.bio.utexas.edu/research/meyers/LaurenM/BansalJBD10.pdf The dynamic nature of contact networks in infectious disease epidemiology]. Journal of Biological Dynamics 4: 478-489.<br />
<br />
<br />
<br />
<br />
'''Jennifer Dunne's Lectures (Ecological Networks):'''<br />
<br />
[[media:jenpaper.pdf | Dunne, J.A. 2009. Food webs. Pages 3661-3682]] in the “Complex Networks and Graph Theory” section of the Encyclopedia of Complexity and Systems Science, ed. R.A. Meyers. Springer, New York. <br />
<br />
<br />
<br />
'''Paul Hines' lectures (Power Grid):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Agenda_2013&diff=51180Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Agenda 20132013-08-26T17:45:02Z<p>Mm: </p>
<hr />
<div>{{Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective 2013}}<br />
<br />
<br />
'''September 4-6, 2013'''<br><br />
'''Topical Theme: Networks'''<br><br />
'''Austin, Texas'''<br><br />
'''Hilton Garden Inn Austin Downtown'''<br> <br />
<br />
'''Agenda also available on the short course [http://my.yapp.us/XET7HS Mobile App]'''<br />
<br />
This two-and-a-half day introductory course focuses on the science of networks: a new field that studies common principles of complex networks across disciplines. Social and economic networks, food webs, the World Wide Web, and the power grid are examples of the kinds of systems that network science seeks to understand. In this course, taught by prominent Santa Fe Institute faculty and associates, you will learn the basic concepts and tools of this new science, and see several case studies of their application in diverse areas. You will also have the opportunity for discussion with the faculty and other participants about applications within your own areas of interest. You will come away with an understanding and appreciation of the importance of network science for biology, ecology, economics, business, human health, social life, and other pursuits. <br />
<br />
This course is specifically designed for professionals, faculty, students and others who are curious to explore and apply ideas from network science. This course has no prerequisites and requires no specific math or science background. Examples of people who will particularly benefit from this course are managers and policy-makers in business, government, and non-profit organizations; industrial research and development staff; medical, social work, and education professionals; journalists; and university faculty and students in any area of science or social science.<br />
<br />
<!-- put content below here --><br />
<br />
{| border="1" cellpadding="2"<br />
! scope="col"width="300" align="center | Time<br />
! scope="col"width="800" align="center | Activity<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
|<br><br />
| <b>Wednesday, September 4, 2013</b><br />
<br />
|-<br />
|7:30-8:30am <br />
|Breakfast <br />
|-<br />
|8:30-9:00am <br />
|Welcome and Introduction – Melanie Mitchell<br />
|-<br />
|9:00-10:00am <br />
|Introduction to Networks – Aaron Clauset<br />
|-<br />
|10:00-10:30am <br />
|Break<br />
|-<br />
|10:30-12:00pm <br />
|Introduction to Networks (continued) – Aaron Clauset<br />
|-<br />
|12:00-1:00pm<br />
|Lunch served<br />
|-<br />
|1:00-2:30pm <br />
|Networks in Epidemiology - Lauren Ancel Meyers<br />
|-<br />
|2:30-3:00pm <br />
|Break<br />
|-<br />
|3:00-4:30pm <br />
|Network Modeling Tools - Melanie Mitchell<br />
|-<br />
|4:30-4:45pm <br />
|Break<br />
|-<br />
|4:45-5:15pm <br />
|Informal discussion<br />
|-<br />
|6:30-8:30pm <br />
|Reception/Buffet Dinner<br />
|-<br />
<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Thursday, September 5, 2013</b><br />
|-<br />
|7:30-8:30am <br />
|Breakfast <br />
|-<br />
|8:30-10:00 am <br />
|Ecological Networks - Jennifer Dunne<br />
|-<br />
|10:00-10:30am <br />
|Break<br />
|-<br />
|10:30-12:00pm <br />
|Emergence in Social Systems - Simon DeDeo <br />
|-<br />
|12:00-1:00pm <br />
|Lunch served<br />
|-<br />
|1:00-2:30pm <br />
|Social Media and the Attention Economy - Bernardo Huberman <br />
|-<br />
|2:30-3:00pm <br />
|Break<br />
|-<br />
|3:00-4:30pm <br />
|Dealing with Uncertainty in Networks - Cris Moore<br />
|-<br />
|4:30-4:45pm <br />
|Break<br />
|-<br />
|4:45-5:30pm <br />
|Faculty Panel Discussion <br />
|-<br />
|Dinner<br />
|Dinner on your own<br />
|-<br />
<br />
|- bgcolor="#aaaaaa" align="center"<br />
| <br/><br />
| <b>Friday September 6, 2013</b><br />
|-<br />
|7:30-8:30am <br />
|Breakfast <br />
|-<br />
|8:30-10:00am <br />
|The Power Grid as a Complex Network– Paul Hines<br />
|-<br />
|10:00-10:30am <br />
|Break<br />
|-<br />
|10:30-12:00pm <br />
|The Origin of Scaling in Cities - Luis Bettencourt <br />
|-<br />
|12:00-1:00pm<br />
| Lunch served; General discussion <br />
|-<br />
|1:00pm <br />
|Adjourn<br />
|-</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51093Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-08-12T17:45:04Z<p>Mm: </p>
<hr />
<div>===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Paul Hines' lectures (Power Grid):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51092Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-08-12T17:44:32Z<p>Mm: </p>
<hr />
<div>===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Paul Hines lectures (Power Grid):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51091Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-08-12T17:44:14Z<p>Mm: </p>
<hr />
<div>{{Exploring Complexity In Science and Technology from a Santa Fe Institute Perspective}}<br />
<br />
===Background Readings (optional) ===<br />
<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Paul Hines lectures (Power Grid):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51090Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-08-12T17:43:40Z<p>Mm: </p>
<hr />
<div><br />
<br />
===Background Readings (optional) ===<br />
<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Paul Hines lectures (Power Grid):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51089Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-08-12T17:43:15Z<p>Mm: </p>
<hr />
<div>{{Complex Networks Short Course}}<br />
<br />
===Background Readings (optional) ===<br />
<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Paul Hines lectures (Power Grid):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51088Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-08-12T17:42:42Z<p>Mm: </p>
<hr />
<div>{{Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective 2013}}<br />
<br />
===Background Readings (optional) ===<br />
<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
M. Mitchell, Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Paul Hines lectures (Power Grid):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51087Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-08-12T17:42:19Z<p>Mm: </p>
<hr />
<div>{{Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective 2013}}<br />
<br />
===Background Readings (optional) ===<br />
<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
Mitchell, M. Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Paul Hines lectures (Power Grid):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51086Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-08-12T17:42:05Z<p>Mm: </p>
<hr />
<div>{{Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective 2013}}<br />
<br />
===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' <br />
<br />
Mitchell, M. Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
<br />
'''Paul Hines lectures (Power Grid):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mmhttps://wiki.santafe.edu/index.php?title=Exploring_Complexity_in_Science_and_Technology_from_a_Santa_Fe_Institute_Perspective_-_Readings_2013&diff=51085Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 20132013-08-12T17:41:47Z<p>Mm: </p>
<hr />
<div>{{Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective 2013}}<br />
<br />
===Background Readings (optional) ===<br />
<br />
<br />
'''General Complex Systems:''' Mitchell, M. Complexity: A Guided Tour (this book will be provided to all participants).<br />
<br />
'''Aaron Clauset's lectures (Introduction to Networks):'''<br />
<br />
Duncan Watts, Six Degrees: The Science of a Connected Age<br />
<br />
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means<br />
<br />
Mark Newman, Networks: An Introduction<br />
<br />
Mark Newman, [http://arxiv.org/pdf/condmat/0303516 Structure and function of complex networks]<br />
<br />
'''Paul Hines lectures (Power Grid):'''<br />
<br />
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson, Cristopher Moore, Raissa M. D'Souza, Transdisciplinary electric power grid science. Proceedings of the National Ac1ademy of Sciences, USA, vol. 110, no. 30. http://arxiv.org/abs/1307.7305<br />
<br />
E. Cotilla-Sanchez, P. Hines, C. Barrows, S. Blumsack, M. Patel, Multi-attribute Partitioning of Power Networks Based on Electrical Distance. IEEE Transactions on Power Systems (in press) [pre-print] http://www.uvm.edu/~phines/publications/2013/cotilla-sanchez_2013<br />
<br />
Eduardo Cotilla-Sanchez, Paul D. H. Hines, Clayton Barrows, and Seth Blumsack. Comparing the Topological and Electrical Structure of the North American Electric Power Infrastructure. IEEE Systems Journal, vol. 6, no. 4, 2012. [arxiv pre-print]<br />
http://arxiv.org/abs/1105.0214<br />
<br />
P. Hines, E. Cotilla-Sanchez, S. Blumsack. Do topological models provide good information about vulnerability in electric power networks? Chaos: An interdisciplinary journal of non-linear science. vol. 20, no. 3, 2010.<br />
http://arxiv.org/abs/1002.2268<br />
<br />
<br />
'''Other Reading:''' <br />
<br />
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School [http://tuvalu.santafe.edu/events/workshops/index.php/Background_Readings_CSSS13 Background Readings] page.</div>Mm