Carla at 01:33, 27 November 2019

2019-11-27T01:33:00Z

← Older revision		Revision as of 01:33, 27 November 2019
Line 1:		Line 1:
	{{Complex Systems Summer School 2020}}		{{Complex Systems Summer School 2020}}

			[[Image: Ariel-river-bl.jpg\|200px]]
			<br>

			'''2020 COMPLEX SYSTEMS SUMMER SCHOOL''' <br>

	=Classic Literature=		=Classic Literature=

Carla: /* Classic Literature */

2019-11-27T01:32:07Z

Classic Literature

← Older revision		Revision as of 01:32, 27 November 2019
Line 12:		Line 12:
	[http://math.harvard.edu/~ctm/home/text/others/shannon/entropy/entropy.pdf Shannon, C.E. 1948. A Mathematical Theory of Communication. Bell System Technical Journal 27:379-423 623-656.]		[http://math.harvard.edu/~ctm/home/text/others/shannon/entropy/entropy.pdf Shannon, C.E. 1948. A Mathematical Theory of Communication. Bell System Technical Journal 27:379-423 623-656.]

	need link that wiki will allow		need link that wiki will allow<br>
	Turing, A.M. 1952. The Chemical Basis of Morphogenesis. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences 237 (641):37-72.]		Turing, A.M. 1952. The Chemical Basis of Morphogenesis. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences 237 (641):37-72.]

Carla: Created page with "{{Complex Systems Summer School 2020}} =Classic Literature= The following is a collection of papers regarded as "classic" literature in Complex Systems Science. This list ha..."

2019-11-27T01:31:42Z

Created page with "{{Complex Systems Summer School 2020}} =Classic Literature= The following is a collection of papers regarded as "classic" literature in Complex Systems Science. This list ha..."

New page

{{Complex Systems Summer School 2020}}

=Classic Literature=
The following is a collection of papers regarded as "classic" literature in Complex Systems Science. This list has been growing over the past few years and was formalized by Dan Rockmore for the 2010 Complex Systems Summer School. <br>
<br>

[http://people.physics.anu.edu.au/~tas110/Teaching/Lectures/L1/Material/WEAVER1947.pdf Science and complexity by Warren Weaver]

[http://www.jstor.org/stable/184253 Rosenblueth, A., and N. Wiener. 1945. The Role of Models in Science. Philosophy of Science 12 (4):316-321.]

[http://math.harvard.edu/~ctm/home/text/others/shannon/entropy/entropy.pdf Shannon, C.E. 1948. A Mathematical Theory of Communication. Bell System Technical Journal 27:379-423 623-656.]

need link that wiki will allow
Turing, A.M. 1952. The Chemical Basis of Morphogenesis. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences 237 (641):37-72.]

[http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.79.7413&rep=rep1&type=pdf Minksy, M. 1961. Steps Toward Artificial Intelligence. Proceedings of the Institute of Radio Engineers 49 (1):8-30.]

[http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.68.7646&rep=rep1&type=pdf Landauer, R. 1961. Irreversibility and Heat Generation in the Computing Process. IBM Journal of Research and Development 5:183-191.]

[http://www.jstor.org/stable/2295952 Arrow, K.J. 1962. The Economic Implications of Learning by Doing. Review of Economic Studies 80:155-173.]

[http://www.jstor.org/stable/1301992 Raup, D.M. 1966. Geometric Analysis of Shell Coiling; General Problems. Journal of Paleontology 40 (5):1178-1190.]

[http://portal.acm.org/citation.cfm?id=1045373 Holland, J.H., and J.S. Reitman. 1977. Cognitive Systems Based on Adaptive Algorithms. SIGART Newsletter (63):49.]

[https://www.jstor.org/stable/2400177?seq=1#metadata_info_tab_contents Gould, S.J., and N. Eldredge. 1977. Punctuated Equilibria: the Tempo and Mode of Evolution Reconsidered. Paleobiology 3 (2):115-151.]

[http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6TVK-4CVPV04-C&_user=1695018&_coverDate=11%2F30%2F1986&_rdoc=1&_fmt=high&_orig=search&_sort=d&_docanchor=&view=c&_rerunOrigin=scholar.google&_acct=C000054245&_version=1&_urlVersion=0&_userid=1695018&md5=42419038a0560af45057c065a719b326 Langton, C.G. 1986. Studying Artificial Life with Cellular Automata. Physica D: Nonlinear Phenomena 22 (1-3):120-149.]

[http://arxiv.org/abs/cond-mat/0412004 M. E. J. Newman. 2005. "Power laws, Pareto distributions and Zipf's law." Contemporary Physics 46, 323-351.]

[http://arxiv.org/abs/0706.1062 Aaron Clauset, Cosma Rohilla Shalizi, M. E. J. Newman. 2009. "Power-law distributions in empirical data." SIAM Review 51, 661-703.]

=Helpful Reference Books=

==Statistics==

* All of Statistics (Wasserman). Recommended by '''Cosma Shalizi'''.
* All of Nonparametric Statistics (Wasserman). Recommended by '''Cosma Shalizi'''.
* [http://www.stat.cmu.edu/~cshalizi/ADAfaEPoV/ Advanced Data Analysis from an Elementary Point of View] (Shalizi)
* Elements of Statistical Learning: Data Mining, Inference, and Prediction (Hastie, Tibshirani, Friedman). Recommended by Glenn Magerman
* Pattern Recognition and Machine Learning (Christopher Bishop)

==Computer Science==

* Nature of Computation (Moore).
* The Algorithm Design Manual (Skiena). Recommended by Richard Barnes.

==Data Analysis==

* Nonlinear Time Series Analysis (Kantz & Schreiber). Recommended by '''Liz Bradley'''.
* [http://vita.had.co.nz/papers/tidy-data.pdf Tidy Data] (Hadley Wickham). Recommended by '''Brent Schneeman'''.

==Information Theory==

* Elements of Information Theory (Thomas M. Cover, Joy A. Thomas). Recommended by Simon DeDeo and others
* The Mathematical Theory of Communication (Claude Shannon)
* Information Theory, Inference and Learning Algorithms (David MacKay)

==Prediction Markets==

* [https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2322420 Trading Strategies and Market Microstructure: Evidence from a Prediction Market] (David M. Rothschild and Rajiv Sethi)
* [[media:AAAI Conference on Artificial Intelligence 2014.pdf | Betting Strategies, Market Selection, and the Wisdom of Crowds]] (Willemien Kets, David M. Pennock, Rajiv Sethi and Nisarg Shah)

==Probability Theory==

* Probability Theory: The Logic of Science (E.T. Jaynes). Recommended by Simon DeDeo and others

==Game Theory==

* [http://masfoundations.org/download.html Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations] (Shoham & Leyton-Brown)
* Networks, Crowds, and Markets: Reasoning About a Highly Connected World (David Easley & Jon Kleinberg)
* [[media:Games and Economic Behavior 2000.pdf | Games and Economic Behavior: '''Stability of Equilibria in Games with Procedurally Rational Players''']] (Rajiv Sethi)
* [[media:Games 2015.pdf | Games 2015: '''Stable Sampling Equilibrium in Common Pool Resource Games''']] (Juan Camilo Cárdenas, César Mantilla, and Rajiv Sethi)
* [[media:Notices of the AMS 2016.pdf | Notices of the AMS 2016: '''What is Nash Equilibrium?''']] (Rajiv Sethi and Jörgen Weibull)
* [[media:SSRN 14 04 Sampling Stability and Public Goods.pdf | Sampling, Stability, and Public Goods]] (Cesar Mantilla, Rajiv Sethi, and Juan Camilo Cardenas)
Available for free here: http://www.cs.cornell.edu/home/kleinber/networks-book/ Recommended by Jae B. Cho (and Daniel Citron)

==Networks==

* Networks: an Introduction (Mark Newman). Recommended by Daniel Citron (and everyone, really. It's actually that good)
* Dynamical Processes on Complex Networks (Barrat, Barthélemy, Vespignani). Recommended by Daniel Citron
* Graph Theory (Reinhard Diestel). Great introduction to mathematics/proofs. Recommend by Glenn Magerman
* Modern Graph Theory (Bollobas). Great & more intense introduction to math/proofs. Recommended by Glenn Magerman
* Social and Economic Networks (Matt Jackson). Recommended by Glenn Magerman
* Connections: An Introduction to the Economics of Networks (Sanjeev Goyal). More about game theory on networks. Recommended by Glenn Magerman

==Consciousness==

* Phi: A Voyage from the Brain to the Soul (Giulio Tononi). Recommended by Stefano Gurciullo
* Consciousness as integrated information: a provisional manifesto (Giulio Tononi). Recommended by Stefano Gurciullo

==Cognition and Biology==
* Mind in Life (Evan Thompson). Recommended by Jelle Bruineberg
* Dynamics in Action (Alicia Juarrero). Recommended by Jelle Bruineberg
* Metabolic Ecology: A Scaling Approach (Sibley, Brown & Kondrik-Brown). Recommonded by Cobain

==Brains==

* Principles of Neural Science (Eric Kandel and others). Recommended by Kleber Neves
* Principles of Neural Design (Peter Sterlin and Simon Laughlin). Recommended by Kleber Neves
* Theoretical Neuroscience (Peter Dayan). Recommended by Tobias Morville
* The Master and His Emissary (Ian McGilchrist). Recommended ''strongly'' by Tobias Morville

==Origin of Life & the Arrow of Time==
* Chance and Necessity (Jacques Monod). Recommended by Tobias Morville
* The End of Certainty (Ilya Prigogine). Recommended by Tobias Morville, seconded by Chris Verzijl
* Time Reborn (Lee Smolin). Recommended by Tobias Morville
* Wonderful Life (Stephen Jay Gould). Recommended by Tobias Morville

==Writing==
* The Sense of Style (Steven Pinker). Recommended by Tobias Morville
* Intuition Pumps and Other Tools for Thinking (Daniel Dennett). Recommended by Tobias Morville

==Agent Based Modelling==

* Agent-based and Individual-based Modeling: A Practical Introduction. (by Steven F. Railsback and Volker Grimm). Recommended by '''Ilaria Bertazzi'''.
* Agent-Based Models (Quantitative Applications in the Social Sciences) by Nigel Gilbert. Recommended by '''María Pereda'''

==Social Sciences and Economics==

[http://www.uvm.edu/~pdodds/files/papers/others/2001/axtell2001a.pdf Zipf Distribution of U.S. Firm Sizes] (Robert L. Axtell)<br>
[http://trust.sce.ntu.edu.sg/aamas16/pdfs/p806.pdf 120 Million Agents Self-Organize into 6 Million Firms] (Robert L. Axtell)

* Growing Artificial Societies- Social Science from the Bottom Up ( by Epstein, Axtell). Recommended by Ilaria Bertazzi
* Complex Economics - Individual and Collective Rationality ( by Kirman). Recommended by Ilaria Bertazzi
* The Microeconomics of Complex Economies -textbook- ( by Elsner, Heinrich, Schwardt). Recommended by Ilaria Bertazzi
* The Nature of Technology: What It Is and How It Evolves (by Brian Arthur). Recommended by Ilaria Bertazzi

Background Readings CSSS20 - Revision history

Carla at 01:33, 27 November 2019

Carla: /* Classic Literature */

Carla: Created page with "{{Complex Systems Summer School 2020}} =Classic Literature= The following is a collection of papers regarded as "classic" literature in Complex Systems Science. This list ha..."