Presentation | 2000/1/12 Co-evolution of Multiagents via Organizational-Learning Classifier System and its Application to Marketing Simulation Yasushi ISHIKAWA, Takao TERANO, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | This paper proposes an agent-based social simulation system with Organizational-Learning Oriented Classifier System. The system is characterized by the agents that (1)solve multi-objective problems, (2)pursue different goals, (3)form classes to behave and / or learn and (4)live in multiple environments. We report three organizational learning techniques, "Copy of other's actions" and "Copy of other's rules", that accelerate the evolution of intra-class agents, and "Intervention to other's actions" that accelerates co-evolution between different kinds of agents. We implement the system applied to "Ecological Marketing", which reveals interesting agent behaviors on the domain. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Learning Classifier System / Multiagent / Organizational Learning / Multi-objective problem / Co-evolution / Ecological Marketing |
Paper # | AI99-75 |
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Committee | AI |
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Conference Date | 2000/1/12(1days) |
Place (in Japanese) | (See Japanese page) |
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Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Co-evolution of Multiagents via Organizational-Learning Classifier System and its Application to Marketing Simulation |
Sub Title (in English) | |
Keyword(1) | Learning Classifier System |
Keyword(2) | Multiagent |
Keyword(3) | Organizational Learning |
Keyword(4) | Multi-objective problem |
Keyword(5) | Co-evolution |
Keyword(6) | Ecological Marketing |
1st Author's Name | Yasushi ISHIKAWA |
1st Author's Affiliation | Graduate School of Systems Management, the University of Tsukuba, Tokyo() |
2nd Author's Name | Takao TERANO |
2nd Author's Affiliation | Graduate School of Systems Management, the University of Tsukuba, Tokyo |
Date | 2000/1/12 |
Paper # | AI99-75 |
Volume (vol) | vol.99 |
Number (no) | 533 |
Page | pp.pp.- |
#Pages | 8 |
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