Agent-Based Modeling of Competitive and Cooperative Behavior Under Conflict

被引:39
作者
Bristow, Michele [1 ]
Fang, Liping [2 ]
Hipel, Keith W. [1 ]
机构
[1] Univ Waterloo, Waterloo, ON N2L 3G1, Canada
[2] Ryerson Univ, Dept Mech & Ind Engn, Toronto, ON M5B 2K3, Canada
来源
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | 2014年 / 44卷 / 07期
关键词
Agent-based modeling; graph model for conflict resolution; policy simulation; tragedy of the commons; DECISION-SUPPORT-SYSTEM; COLLECTIVE ACTION; GROUP-SIZE; EQUILIBRIA; PREFERENCE; TRAGEDY; GAMES;
D O I
10.1109/TSMC.2013.2282314
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:834 / 850
页数:17
相关论文
共 55 条
[1]   Fuzzy Preferences in the Graph Model for Conflict Resolution [J].
Abul Bashar, M. ;
Kilgour, D. Marc ;
Hipel, Keith W. .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2012, 20 (04) :760-770
[2]   Group size and collective action - Third-parts monitoring in common-pool resources [J].
Agrawal, A ;
Goyal, S .
COMPARATIVE POLITICAL STUDIES, 2001, 34 (01) :63-93
[3]  
[Anonymous], 2006, Complex Engineered Systems: Science Meets Technology
[4]  
[Anonymous], 1996, Growing Artificial Societies: Social Science from the Bottom Up. Complex adaptive systems
[5]  
[Anonymous], 2006, Generative social science: Studies in agent-based computational modeling
[6]  
[Anonymous], 1997, COMPLEXITY COOPERATI
[7]  
[Anonymous], 1978, Micromotives and Macrobehavior
[8]   NONMYOPIC EQUILIBRIA IN 2 X 2 GAMES [J].
BRAMS, SJ ;
WITTMAN, D .
CONFLICT MANAGEMENT AND PEACE SCIENCE, 1981, 6 (01) :39-62
[9]  
Bristow M., 2012, P GROUP DECISION NEG, P234
[10]  
Bristow M, 2012, IEEE SYS MAN CYBERN, P2418, DOI 10.1109/ICSMC.2012.6378105