DocumentCode
1889917
Title
Agent based modeling of national economy - centralized mode analysis of virtual economy by GA simulation
Author
Deguchi, Hiroshi ; Kobayashi, Masato ; Lee, Hao
Author_Institution
Tokyo Inst. of Technol., Japan
Volume
3
fYear
2003
fDate
16-20 July 2003
Firstpage
1317
Abstract
In this paper we analyze national economy as a socioeconomic multi-agent system. For the purpose we investigate the centralized bird´s eye view model of small national economy across the terms. We analyze the model by hybrid approach between machine agent model and human gaming simulation model. We investigate effective growth path by genetic algorithm in machine agent model. We can find effective growth path by GA under complex boundary conditions. The results shows balanced growth in tern pike property as a growth path. Nevertheless economic decision path is complex and quite different from growth path.
Keywords
economics; genetic algorithms; multi-agent systems; socio-economic effects; GA simulation; agent based modeling; autonomous agents; centralized mode analysis; cooperative agents; decentralized decision making; effective growth path; genetic algorithm; global optimization analysis; human gaming simulation model; hybrid approach; machine agent model; national economy; socioeconomic multiagent system; turnpike theorem; virtual economy; Agriculture; Analytical models; Autonomous agents; Boundary conditions; Economics; Genetic algorithms; Humans; Metals industry; Multiagent systems; Optimal control;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence in Robotics and Automation, 2003. Proceedings. 2003 IEEE International Symposium on
Print_ISBN
0-7803-7866-0
Type
conf
DOI
10.1109/CIRA.2003.1222187
Filename
1222187
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