Collective Prisoner's Dilemma Model of Artificial Society

被引:0
作者
Chlebus, Marek [1 ]
Kaminski, Wojciech [1 ]
Kotowski, Romuald [1 ]
机构
[1] Polish Japanese Inst Informat Technol, Warsaw, Poland
来源
COMPUTATIONAL COLLECTIVE INTELLIGENCE: SEMANTIC WEB, SOCIAL NETWORKS AND MULTIAGENT SYSTEMS | 2009年 / 5796卷
关键词
agent-based decision-making process; social dynamics; economic growth; evolution of cooperation; prisoner's dilemma; collective prisoner's dilemma; emotions;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Collective Prisoner's Dilemma (CPD) as a. tool for modeling the Artificial Society (AS) consisting of the mutually interacting agents is proposed. CPD is all extensive, complex and partially stochastic model constructed as an infinite series of parameterized evolutionary two-agent games conducted ill form of the asymmetric prisoners Dilemma played in intentionally selected pairs of agents. The main ideas and axioms of CPD are presented and discussed. The basic purpose of the model is to examine agents) personal features influence oil social relations and society economic evolution. The model call be helpful in analyzing various forms of organization of a, state and society. As an example of application, some interesting economic evolution patterns for AS are studied and significant factors of growth identified. CPD can be also used as an engine for computer strategic games.
引用
收藏
页码:584 / 595
页数:12
相关论文
共 8 条
[1]  
Axelrod R., 1984, EVOLUTION COOPERATIO
[2]   Agent-based modeling: Methods and techniques for simulating human systems [J].
Bonabeau, E .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 :7280-7287
[3]  
CHLEBUS M, 2008, POL JAP I INF TECHN
[4]  
Dresher M., 1981, The Mathematics of Games of Strategy : Theory and Applications
[5]  
Epstein J. M., 1996, Growing Artificial Societies: Social Science from the Bottom Up
[6]  
Miller JamesGrier., 1978, LIVING SYSTEMS
[7]  
RAPOPORT A, 1978, PRISONERS DILEMMA, P1013
[8]  
TAKAHASHI I, 2005, P P 38 ANN HAW INT C, V3