Presentation 1993/11/12
Cooperative problem solving suited for resonrce allocation
Hiroaki Waki, Takahiko Murayama, Hisazumi Tsuchida, Fumio Hatori,
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Abstract(in English) In this paper,we propose a cooperative problem solving method suited for resource allocation problems that network resources are allocated in compliance with resource requests. In this method,resource requests are assigned to agents as tasks, and each agent allocates its own tasks autonomously.If conflicts between agents occurred,the method is resolved by negotiation that is cooperative process among agents.We discuss a negotiation strategy in order to reduce processing time and to improve the quality of the solution. We applied the proposed method to a resource allocation problem on the assumption of network reorganization,and compared with a traditional centralized method through the simulations. Consequently,the processing time is cut by a half without the quality deterioration.The proposed method is effective in large scale problems.
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Keyword(in English) resource allocation problem / cooperative problem solving
Paper # AI93-71,PRU93-88
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Committee AI
Conference Date 1993/11/12(1days)
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Registration To Artificial Intelligence and Knowledge-Based Processing (AI)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Cooperative problem solving suited for resonrce allocation
Sub Title (in English)
Keyword(1) resource allocation problem
Keyword(2) cooperative problem solving
1st Author's Name Hiroaki Waki
1st Author's Affiliation NTT Network Information Systems Laboratories()
2nd Author's Name Takahiko Murayama
2nd Author's Affiliation NTT Network Information Systems Laboratories
3rd Author's Name Hisazumi Tsuchida
3rd Author's Affiliation NTT Network Information Systems Laboratories
4th Author's Name Fumio Hatori
4th Author's Affiliation NTT Network Information Systems Laboratories
Date 1993/11/12
Paper # AI93-71,PRU93-88
Volume (vol) vol.93
Number (no) 317
Page pp.pp.-
#Pages 8
Date of Issue