An agent-based approach to simulations of global influence with random effect

被引:0
作者
Nakano, Nobuhide [1 ]
机构
[1] Otemon Gakuin Univ, Fac Management, Osaka 5678502, Japan
来源
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL | 2006年 / 2卷 / 05期
关键词
agent-based simulation; categorization of agents; global influence; random effect;
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
Recently, agent-based simulation problems have been. attracting much attention in not only information engineering but also economics and social science. We present a new method for analyzing social science by an agent-based simulation with random element which uses a stochastic system theory. We treat two types of agents, pioneers and followers, in a two-dimensional grid world. Agents decide the attitudes by local influences (effects of the neighbors) and global influences (effects of mass-media), and agents change their attitudes by two kinds of influences. So as to consider the obscure global influences, we propose a model of the global influence including a random element. Simulation studies show that the results of agent-based simulations are very sensitive to the global influence including the random effect.
引用
收藏
页码:1153 / 1163
页数:11
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