A General Cognitive Architecture for Agent-Based Modeling in Artificial Societies
Ye,Peijun1,2
发表期刊IEEE Transactions on Computational Social Systems
ISSN2329-924X
2018
卷号5期号:1页码:176-185
文章类型article
摘要

Artificial Society is an analytical foundation of various complex eco- and social systems. Such system is usually implemented via multiagent approach. However, there is no consensus on how to model the agent's decision-making process,since different application scenarios concentrate on different facets. This, to some extent, hinders model reuse and system integration. This paper proposes a general cognitive architecture that attempts to adapt all the aspects of agent's decision-making in artificial societies, so that different programs and software can be reorganized and integrated conveniently. To illustrate its implementation, two simulations-emergent evacuation and population evolution-are conducted. These tests clearly show that the proposed architecture is able to support different agent-based models. Problems that might be encountered, as well as possible strategies, are also proposed in the end.

关键词Agent-based Modeling Artificial Society Cognitive Architecture (Ca)
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语种英语
资助项目National Natural Science Foundation of China[61603381] ; National Natural Science Foundation of China[61533019] ; National Natural Science Foundation of China[71232006] ; Grant of China Scholarship Council[201704910284]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/23114
专题复杂系统管理与控制国家重点实验室_先进控制与自动化
作者单位1.State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences
2.Qingdao Academy of Intelligent Industries
3.University of Chinese Academy of Sciences
4.Military Computational Experiments and Parallel Systems Research Center, National University of Defense and Technology
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Ye,Peijun. A General Cognitive Architecture for Agent-Based Modeling in Artificial Societies[J]. IEEE Transactions on Computational Social Systems,2018,5(1):176-185.
APA Ye,Peijun.(2018).A General Cognitive Architecture for Agent-Based Modeling in Artificial Societies.IEEE Transactions on Computational Social Systems,5(1),176-185.
MLA Ye,Peijun."A General Cognitive Architecture for Agent-Based Modeling in Artificial Societies".IEEE Transactions on Computational Social Systems 5.1(2018):176-185.
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