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