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[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/2295952 Arrow, K.J. 1962. The Economic Implications of Learning by Doing. Review of Economic Studies 80:155-173.]
[http://www.google.com/url?sa=t&source=web&ct=res&cd=1&ved=0CBYQFjAA&url=http%3A%2F%2Fnicorg.pbworks.com%2Ff%2Fkolmogorov.pdf&ei=piIFTKCHD4KGNsW_hTw&usg=AFQjCNHpAoEHm9DGbh2-dTCKGJxdDzSnaA&sig2=TS3hl6GDZeGncKA80gzabA Kolmogorov, A.N. 1965. Three Approaches to the Quantitative Definition of Information. Problems of Information and Transmission 1 (1):1-7.]


[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://www.jstor.org/stable/1301992 Raup, D.M. 1966. Geometric Analysis of Shell Coiling; General Problems. Journal of Paleontology 40 (5):1178-1190.]
[http://cba.mit.edu/events/03.11.ASE/docs/VonNeumann.pdf Neumann, J. V. 1966. Theory of Self-Reproducing Automata. In Theory of Self-Reproducing Automata, edited by A. W. Burks. Urbana: University of Illinois Press. Original edition, Fourth University of Illinois lecture.]
[http://www.google.com/url?sa=t&source=web&ct=res&cd=1&ved=0CBIQFjAA&url=http%3A%2F%2Fciteseerx.ist.psu.edu%2Fviewdoc%2Fdownload%3Fdoi%3D10.1.1.7.5156%26rep%3Drep1%26type%3Dpdf&ei=7CIFTOPUOKaUMs6t2Ts&usg=AFQjCNG2hWyC8HdDNVeOIWa6ZA9xKL9xZA&sig2=v-kyVrQVEvjz3GpnWcz93A Chaitin, G.J. 1966. On the Length of Programs for Computing Finite Binary Sequences. Journal of the ACM 13:547-569.]
[http://www.google.com/url?sa=t&source=web&ct=res&cd=1&ved=0CBcQFjAA&url=http%3A%2F%2Fblog.santafe.edu%2Fwp-content%2Fuploads%2F2009%2F08%2Fconant_ashby1.pdf&ei=FyMFTPqmHoy6NrSS4Ts&usg=AFQjCNGnxwGyXttQcsb5d1mxFuW1HsltDw&sig2=9p3wht953Cv1_SMoZTTT0w Conant, Roger C. and W. Ross Ashby. 1970. Every Good Regulator of a System Must be a Model of That System. International Journal of Systems Science 1 (2):89-97.]
[http://www.google.com/url?sa=t&source=web&ct=res&cd=1&ved=0CBYQFjAA&url=http%3A%2F%2Fwww.sccs.swarthmore.edu%2Fusers%2F08%2Fbblonder%2Fphys120%2Fdocs%2Fanderson.pdf&ei=siMFTOmRLZPCM5iwxTs&usg=AFQjCNHMcFgAnJg_ngtqQsYX2Zu6t0iUiw&sig2=rGqMQ39VsWndCh4JxqK-Yg Anderson, P.W. 1972. More Is Different. Science, New Series 177 (4047):393-396.]
[http://blog.santafe.edu/wp-content/uploads/2009/03/simon1973.pdf Simon, H. 1973. The Organization of Complex Systems. In Hierarchy Theory, edited by H. H. Pattee. New York: George Braziller.]
[http://webout.weizmann.ac.il/complex/tlusty/courses/InfoInBio/Papers/Bennett1973.pdf Bennett, C.H. 1973. Logical Reversibility of Computation. IBM Journal of Research and Development 17 (6):525-532.]
[http://www.dklevine.com/archive/refs4448.pdf Smith, J.M. 1974. The theory of games and the evolution of animal conflicts. Journal of Theoretical Biology 47 (1):209-21.]
[http://www.math.miami.edu/~hk/csc210/week3/May_Nature_76.pdf May, R.M. 1976. Simple Mathematical Models with Very Complicated Dynamics. Nature 261 (5560):459-67.]


[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.]
[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.]


[http://www.google.com/url?sa=t&source=web&ct=res&cd=3&ved=0CB8QFjAC&url=http%3A%2F%2Fchaos.swarthmore.edu%2Fcourses%2FSOC26%2FBak-Sneppan%2F07_Gould.pdf&ei=6CUFTJb8LqPCMu2MpDs&usg=AFQjCNH0Ua8JG_7QtipRRBvLt5V8E7kJyQ&sig2=457Aj9mKdg5-b-z4NrbHCw Gould, S.J., and N. Eldredge. 1977. Punctuated Equilibria: the Tempo and Mode of Evolution Reconsidered. Paleobiology 3 (2):115-151.]
[http://www.google.com/url?sa=t&source=web&ct=res&cd=3&ved=0CB8QFjAC&url=http%3A%2F%2Fchaos.swarthmore.edu%2Fcourses%2FSOC26%2FBak-Sneppan%2F07_Gould.pdf&ei=6CUFTJb8LqPCMu2MpDs&usg=AFQjCNH0Ua8JG_7QtipRRBvLt5V8E7kJyQ&sig2=457Aj9mKdg5-b-z4NrbHCw Gould, S.J., and N. Eldredge. 1977. Punctuated Equilibria: the Tempo and Mode of Evolution Reconsidered. Paleobiology 3 (2):115-151.]
[http://www.ncbi.nlm.nih.gov/pmc/articles/PMC346238/pdf/pnas00447-0135.pdf Hopfield, J.J. 1982. Neural Networks and Physical Systems with Emergent Collective Computational Abilities. Proceedings of the National Academy of Sciences, USA 79:2554-2558.]


[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://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.]

Revision as of 20:20, 13 June 2014

Complex Systems Summer School 2014

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.

For more readings, please explore the wiki content of previous summer schools.

Here is a Dropbox folder with PDFs of all the papers below.

Science and complexity by Warren Weaver

Rosenblueth, A., and N. Wiener. 1945. The Role of Models in Science. Philosophy of Science 12 (4):316-321.

Shannon, C.E. 1948. A Mathematical Theory of Communication. Bell System Technical Journal 27:379-423 623-656.

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.

Minksy, M. 1961. Steps Toward Artificial Intelligence. Proceedings of the Institute of Radio Engineers 49 (1):8-30.

Landauer, R. 1961. Irreversibility and Heat Generation in the Computing Process. IBM Journal of Research and Development 5:183-191.

Arrow, K.J. 1962. The Economic Implications of Learning by Doing. Review of Economic Studies 80:155-173.

Raup, D.M. 1966. Geometric Analysis of Shell Coiling; General Problems. Journal of Paleontology 40 (5):1178-1190.

Holland, J.H., and J.S. Reitman. 1977. Cognitive Systems Based on Adaptive Algorithms. SIGART Newsletter (63):49.

Gould, S.J., and N. Eldredge. 1977. Punctuated Equilibria: the Tempo and Mode of Evolution Reconsidered. Paleobiology 3 (2):115-151.

Langton, C.G. 1986. Studying Artificial Life with Cellular Automata. Physica D: Nonlinear Phenomena 22 (1-3):120-149.


M. E. J. Newman. 2005. "Power laws, Pareto distributions and Zipf's law." Contemporary Physics 46, 323-351.

Aaron Clauset, Cosma Rohilla Shalizi, M. E. J. Newman. 2009. "Power-law distributions in empirical data." SIAM Review 51, 661-703.

Last Updated for SFI CSSS13 March 25 2013

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