2011 Fiscal Year Final Research Report
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 |
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| Research Field |
Intelligent informatics
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| Research Institution | Kyoto University |
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Principal Investigator |
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| Project Period (FY) |
2009 – 2011
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| 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 |
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| 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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