DocumentCode :
60481
Title :
Agent-Based Modeling of Competitive and Cooperative Behavior Under Conflict
Author :
Bristow, Michele ; Liping Fang ; Hipel, Keith W.
Author_Institution :
Univ. of Waterloo, Waterloo, ON, Canada
Volume :
44
Issue :
7
fYear :
2014
fDate :
Jul-14
Firstpage :
834
Lastpage :
850
Abstract :
A novel agent-based framework for modeling and simulating competitive and cooperative behavior under conflict is proposed. Formal definitions of Nash, general metarational, symmetric metarational, and sequential stability decision rules reflecting human behavior under conflict are presented in this paper. The definitions are inspired by the solution concepts of the graph model for conflict resolution and are conceived for implantation in the proposed agent-based modeling and simulation framework. With these decision rules, competitive and cooperative conflict dynamics are simulated for a theoretical common-pool resources dilemma. Moreover, policies can be tested for their effectiveness in avoiding or recouping from a tragedy of the commons.
Keywords :
decision theory; game theory; multi-agent systems; Nash definition; agent-based modeling; common-pool resources dilemma; competitive behavior; competitive conflict dynamics; conflict resolution; cooperative behavior; cooperative conflict dynamics; general metarational; human behavior; sequential stability decision rules; simulation framework; symmetric metarational; Cybernetics; Decision making; Educational institutions; Mathematical model; Stability analysis; Systems engineering and theory; Vectors; Agent-based modeling; graph model for conflict resolution; policy simulation; tragedy of the commons;
fLanguage :
English
Journal_Title :
Systems, Man, and Cybernetics: Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
2168-2216
Type :
jour
DOI :
10.1109/TSMC.2013.2282314
Filename :
6642102
Link To Document :
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