A General Cognitive Architecture for Agent-Based Modeling in Artificial Societies
Ye,Peijun1,2
Source PublicationIEEE Transactions on Computational Social Systems
ISSN2329-924X
2018
Volume5Issue:1Pages:176-185
Subtypearticle
Abstract

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.

KeywordAgent-based Modeling Artificial Society Cognitive Architecture (Ca)
URL查看原文
Language英语
Funding ProjectNational 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]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/23114
Collection复杂系统管理与控制国家重点实验室_先进控制与自动化
Affiliation1.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
Recommended Citation
GB/T 7714
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.
Files in This Item: Download All
File Name/Size DocType Version Access License
publication.pdf(1191KB)期刊论文作者接受稿开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Ye,Peijun]'s Articles
Baidu academic
Similar articles in Baidu academic
[Ye,Peijun]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Ye,Peijun]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: publication.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.