Exploring Complexity in Science and Technology from a Santa Fe Institute Perspective - Readings 2012: Difference between revisions
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[http://www.boston.com/bostonglobe/ideas/articles/2009/06/14/too_complex_to_exist/ Duncan Watts, Too complex to exist] | [http://www.boston.com/bostonglobe/ideas/articles/2009/06/14/too_complex_to_exist/ Duncan Watts, Too complex to exist] | ||
[http://www.santafe.edu/~jdf/papers/EconomyNeeds.pdf Doyne Farmer and Duncan Foley, The economy needs agent-based modeling] | |||
[http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2018375 Geanakoplos et al, Getting at systemic risk via an agent-based model of the housing market] | |||
[http://www.brookings.edu/~/media/Files/rc/reports/2000/11technology_axtell/agents.pdf Robert Axtell, Why agents? On the varied motivations for agent-computing in the social sciences] | |||
[http://computationalmodelingblogs.stanford.edu/wp-content/uploads/2011/01/Tutorial-on-agent-based-modelling-and-simulation.pdf Macal and North, Tutorial on agent-based modeling and simulation] | |||
[http://jasss.soc.surrey.ac.uk/12/2/2.html Cynthia Nikolai and Gregory Madey, Tools of the trade: A survey of various agent based modeling platforms] | |||
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'''Luis Bettencourt's lectures:''' | '''Luis Bettencourt's lectures:''' | ||
[http://www.pnas.org/content/104/17/7301.full.pdf Growth, innovation, scaling, and the pace of life in cities] | |||
Latest revision as of 18:02, 16 September 2012
| Education Event Navigation |
Background Readings (optional)
General Complex Systems: Mitchell, M. Complexity: A Guided Tour (this book will be provided to all participants).
Melanie Mitchell's lectures:
Chapters 2, 15, and 17 of Complexity: A Guided Tour
Steve Frank, The common patterns of nature
Duncan Watts, Too complex to exist
Doyne Farmer and Duncan Foley, The economy needs agent-based modeling
Geanakoplos et al, Getting at systemic risk via an agent-based model of the housing market
Robert Axtell, Why agents? On the varied motivations for agent-computing in the social sciences
Macal and North, Tutorial on agent-based modeling and simulation
Stephanie Forrest's lectures:
A Systematic Study of Automated Program Repair: Fixing 55 out of 105 Bugs for $8.00 Each
Immunology as information processing
Deborah Gordon's lecture:
D. M. Gordon, Ant Encounters: Interaction Networks and Colony Behavior
Aaron Clauset's lectures:
Duncan Watts, Six Degrees: The Science of a Connected Age
A. L. Barabasi, Linked: How Everything Is Connected to Everything Else and What It Means
Mark Newman, Networks: An Introduction
Mark Newman, Structure and function of complex networks
Ken Arrow's lectures:
Luis Bettencourt's lectures:
Growth, innovation, scaling, and the pace of life in cities
Other Reading:
Classic readings on Complex Systems Science can be found on the Complex Systems Summer School Background Readings page.