Research on human behavior modeling for massively multi-agent traffic simulation
Project/Area Number |
21700161
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Research Category |
Grant-in-Aid for Young Scientists (B)
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Allocation Type | Single-year Grants |
Research Field |
Intelligent informatics
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Research Institution | Kyoto University |
Principal Investigator |
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Project Period (FY) |
2009 – 2011
|
Project Status |
Completed (Fiscal Year 2011)
|
Budget Amount *help |
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2011: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2010: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2009: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
|
Keywords | エージェントシミュレーション / 人間行動モデリング / 交通シミュレーション / モデリング / エコ社会デザイン / 再生可能エネルギー / 電気自動車 / マルチエージェントシステム / 社会シミュレーション / 都市シミュレーション / 参加型モデリング / ベイジアンネットワーク |
Research Abstract |
It is becoming obvious that I must work on two conflicting research directions for realizing multi-agent social simulations ; elaborating fine-scale human behavior models and creating large-scale simulations. The objective of this research is to show how to achieve massive multi-agent simulations with fine-grained levels of human behaviors. In terms of the research objective, I first developed a method for constructing an individual model with prior knowledge to explain human behaviors. Next, I designed and constructed a massive multi-agent simulation platform that can run a number of agents with fine-grained behavior model. Finally, I tried to simulate the social experiment held in the city of Kyoto in 2007 on the constructed simulation platform.
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Report
(4 results)
Research Products
(35 results)