Simulation
An alternative to field studies and laboratory experiments,
simulations are powerful methods of discovering the implications of a
model
Topics
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Agent-based
modeling
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dynamic modeling
Handouts
- wikipedia. Agent-based model [html]
Links
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Readings
- March, J. G. (1991). Exploration and exploitation
in organizational learning, Organizational science, 2, 71-87.
Related Modules
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Bibliography
Simulation Overviews and Criticisms
- Burton and Obel. 1995. The validity of computational models in
organization science: From model realism to purpose of the model.
Computational & Mathematical Organization Theory.
Volume 1, Number 1 / October, 57-71.
- Zacharias, MacMillan and Van Hemel (eds) 2008.
Behavioral Modeling and Simulation. The National Academies
Press.
- Epstein J.M. (1999) Agent Based Models and Generative Social
Science. Complexity, IV (5)
- Robert Axelrod, "Advancing the Art of Simulation
in the Social Sciences," in Rosario Conte, Rainer Hegselmann and
Pietro Terna (eds.), Simulating Social Phenomena. (Berlin: Springer,
1997), pp. 21-40.
Applications and Models
- Axelrod, R. (1987). The evolution of strategies
in the iterated Prisoner's Dilemma. In Genetic algorithms and
simulated annealing, Lawrence Davis (ed.). London: Pitman; Los
Altos, CA: Morgan Kaufman, 32-41.
- CARLEY K. M., M. J. Prietula and L.
Zhiang 1998. Design vs. Cognition: The Interaction of Agent
Cognition and Organizational Design on Organizational Performance.
Journal of Artificial Societies and Social Simulation, 1(3),
<http://jasss.soc.surrey.ac.uk/1/
3/4.html>.
- MCKELVEY B. 1997. Quasi-Natural
Organisation Science. Organization Science, 8:352-380.
- PRIETULA M. J., K. M. Carley and L.
Gasser, editors, 1998. Simulating Organizations, The MIT
Press, Cambridge, MA.
- Burton and Obel. [html]
- Richard M. Burton and Borge Obel 1980. A Computer Simulation
Test of the M-Form Hypothesis. Administrative Science
Quarterly, Vol. 25, No. 3 (Sep., 1980), pp. 457-466
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- Schelling, T. (1974). On
the ecology of micromotives. In The corporate society, Robert Morris
(ed.). 19-64 (See especially 43-54).
- March, J. G. (1991).
Exploration and exploitation in organizational learning,
Organizational science, 2, 71-87.
Classics
- Epstein J.M. and Axtell R. (1996) Growing Artificial Societies -
Social Science from the Bottom. Cambridge MA, MIT Press.
- Schelling, T. (1978). Micromotives and Macrobehavior. New York:
Norton.
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