| Presentation | 2001/1/4 Agent-based Supply Chain Model Ken TANIGUCHI, Setsuya KURAHASHI, Takao TERANO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In conventional supply chain management(SCM)systems, the activities of each firm are determined by a global optimization principle.However, it is very difficult to change the activities when some disturbance is input into the system.Such cases, each firm usually change their decisions based on the information of only other adjuscent firms.Instead, this paper proposes a agent-based formulation of SCMs robust against the disturbance.We model each firm as an intelligent agent, which communicates each other via tha blackboard architecture.To understand the states of the SCM system, we employ the concept of information entropy, which represents the complexity of the information they process.Based on the above ideas, we implement an agent-based simulator to learn 'good'decisions via evolutionary algotrithms.Experimental results have shown that our simulator can model an SCM system robust against environmental changes. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Supply Chain / Genetic Programming / Multiagent |
| Paper # | AI2000-59 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2001/1/4(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| 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) | Agent-based Supply Chain Model |
| Sub Title (in English) | |
| Keyword(1) | Supply Chain |
| Keyword(2) | Genetic Programming |
| Keyword(3) | Multiagent |
| 1st Author's Name | Ken TANIGUCHI |
| 1st Author's Affiliation | Graduate School of Systems Management, University of Tsukuba() |
| 2nd Author's Name | Setsuya KURAHASHI |
| 2nd Author's Affiliation | Graduate School of Systems Management, University of Tsukuba |
| 3rd Author's Name | Takao TERANO |
| 3rd Author's Affiliation | Graduate School of Systems Management, University of Tsukuba |
| Date | 2001/1/4 |
| Paper # | AI2000-59 |
| Volume (vol) | vol.100 |
| Number (no) | 530 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |