Study on decision-making and behavior of economic agents in endogeneous and dynamic social and economic systems
| Project/Area Number |
15K01180
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Social systems engineering/Safety system
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| Research Institution | Yamaguchi University |
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Principal Investigator |
YAMADA Takashi 山口大学, 国際総合科学部, 准教授 (90401570)
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| Project Period (FY) |
2015-04-01 – 2019-03-31
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| Project Status |
Completed (Fiscal Year 2018)
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| Budget Amount *help |
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
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| Keywords | モデリング / 意思決定 / 異質性 / 学習 / マルチエージェント実験経済学 |
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| Outline of Final Research Achievements |
The objective of this project is to establish the framework of agent-based computational economics methodology for the social and economic systems with heterogeneous agents. For this, the researcher picks up ad-auction and Swedish lottery and then develops the behavioral and learning models of agents.
The main findings are as follows: First, it would be better not to bid when it is less likely to win in ad-auction. Second, there are more participants in the Swedish lottery where only one player could win than that where there is a possibility that plural participants may earn rewards.
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| Academic Significance and Societal Importance of the Research Achievements |
エージェントの意思決定・行動モデルが確立されると、説得力が高く、利用者が容易に理解することができ、検証と評価が可能な社会システム研究の方法論の構築が期待される。また、事例分析や数理モデルなどで表現しにくい社会現象を操作可能なモデルとして実現し、領域専門家が自由に利用できる環境が提供される。
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Report
(5 results)
Research Products
(26 results)
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[Presentation] Classification of simulation results using log clusters in agent simulation2017
Author(s)
Tanaka, Y., Kikuchi, T., Kunigami, M., Yamada, T., Takahashi, H., Terano, T.,
Organizer
International Workshop: Artificial Intelligence of and for Business (AI-Biz2017) associated with JSAI International Symposia on AI 2017 (IsAI-2017)
Related Report
Int'l Joint Research
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[Presentation] Exploration of good strategies in real-time bidding2015
Author(s)
Nabeta, T., Yamada, T., Yamamoto, G., Yoshikawa, A., Terano, T.
Organizer
9th International Conference on Agent-based Approaches in Economic and Social Complex Systems (AESCS 2015)
Place of Presentation
Bali, Indonesia
Year and Date
2015-09-09
Related Report
Int'l Joint Research
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[Presentation] Dark pool usage and market volatility2015
Author(s)
Xiong, Y., Yamada, T., Terano, T.
Organizer
The 20th Annual Workshop on the Economic Science with Heterogeneous Interacting Agents (WEHIA 2015
Place of Presentation
Sophia Antipolis, France
Year and Date
2015-05-21
Related Report
Int'l Joint Research
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