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
Link To Document :
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