Computational Modeling of Complex Socio-Technical Systems



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Week 2: Agent Based Models


M 1/23

Assignment #1, parts 3&4 due before class




W 1/25

Agent Based Modeling







SSS – ch 8 (Multi-agent Models)

Required




SSS – ch 9 (Developing Multi-Agent Systems)

Required




Tesfatsion; Agent-Based Computational Economics (ACE) http://www.econ.iastate.edu/tesfatsi/aintro.htm

Required





P. Langley and J. Laird, 2002, Cognitive Architectures: Research Issues and Challenges.

Required




J. Boyd (1987) A discourse on winning and losing. Air University, Maxwell Air Force Base

Background




M. Macy and R. Willer, 2001, From Factors to Actors: Computational Sociology and Agent Based Modeling.

Background




Kauffman S. 1995. At home in the Universe, Oxford and New York. Oxford University Press, pages 232-264

Background




D. Dixon and W. Reynolds, The BASP Agent Based Modeling Framework: Applications, Scenarios and Lessons Learned.

Background




C. Hemelrijk and H. Kunz (2003), Introduction to Special Issue on Collective Effects of Human Behavior, Vol. 9, No. 4, pp. 339-341.

Background




M. Janssen and W. Jager (2003), Simulating market dynamics: Interactions between consumer psychology and social networks, Artificial Life, Vol. 9, No. 4, pp. 343-356.

Background




Y. Louzoun, S. Solomon, J. Goldenberg and D. Mazursky (2003), World-size global markets lead to economic instability, Artificial Life, Vol. 9, No. 4, pp. 357-370.

Background




K. Smith, S. Kirby and H. Brighton (2003), Iterated learning: A framework for the emergence of language, Artificial Life, Vol. 9, No. 4, pp. 371-386.

Background




W. Zuidema and G. Weatermann (2003), Evolution of an optical lexicon under constraints from embodiment, Artificial Life, Vol. 9, No. 4, pp. 387-402.

Background




G. Gumerman, A. Swedlund, J. Dean and J. Epstein (2003), The evolution of social behavior in the prehistoric American southwest, Artificial Life, Vol. 9, No. 4, pp. 435-444.

Background




Toolkits and Meta Languages







Laird, J.E., Newell, A., and P.S. Rosenbloom, 1987. ``Soar: An architecture for general intelligence.'' Artificial Intelligence, 33:(1): 1-64. http://www.cs.cmu.edu/afs/cs/project/soar/public/www/brief-history.html







Soar Cognitive Architecture - http://sitemaker.umich.edu/soar







Nelson Minar, Roger Burkhart, Chris Langton, Manor Askenazi, 1996,
β€œThe Swarm Simulation System: A Toolkit for Building Multi-Agent Simulations." Santa Fe Institute Working Paper No. 96-06-042.







Marcus Daniels, 1999. "Integrating Simulation Technologies With Swarm," Agent Simulation: Applications, Models, and Tools Conference, University of Chicago and Argonne National Laboratory, Chicago IL, October 15-16, 1999.







SWARM - http://www.swarm.org/







RePast -http://repast.sourceforge.net/







Sugarscape - http://sugarscape.sourceforge.net/







Ascape – http://ascape.sourceforge.net/







MASON - http://www.cs.gmu.edu/~eclab/projects/mason/







Other toolkits - http://www.casos.cs.cmu.edu/computational_tools/tools.html













R 1/26

Lab




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