Presentation 2002/1/17
A Study of an Optimization for the Division-of-labor Problems using the Immune Cell-cooperation and the Co-evolutionary
Naruaki Toma, Satoshi Endo, Koji Yamada, Hayao Miyagi,
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Abstract(in English) The purpose of this paper is to propose an immune optimization algorithm using immune the cell-cooperation and the immune co-evolutionary phenomenon between immune agent and antigen agent. The immune agent optimizes own cost using division as well as integration processing based on 'immune cell-cooperation'. The division as well as integration processing in our method are based on the splicing. The 'splicing' is one of the re-combination operator of genes, which function is used for forming the role. And the antigen agent computes even division of work domain using escape processing based on a phenomenon that the antigen evolves to escape from the elimination of immune system. In order to investigate the validity of the proposed method, this algorithm is applied to the "N-th agent's Travelling Salesmen Problem (called the n-TSP)" as a typical problem of MAS. The property that is believed to function as solution driver for MAS shall be clarified using several simulations.
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Keyword(in English) Division-of-labor problems optimizatoin / immune cell-cooperation / co-evolutionary phenomenon
Paper # 2001-HIP-81
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Conference Date 2002/1/17(1days)
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Language JPN
Title (in Japanese) (See Japanese page)
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Title (in English) A Study of an Optimization for the Division-of-labor Problems using the Immune Cell-cooperation and the Co-evolutionary
Sub Title (in English)
Keyword(1) Division-of-labor problems optimizatoin
Keyword(2) immune cell-cooperation
Keyword(3) co-evolutionary phenomenon
1st Author's Name Naruaki Toma
1st Author's Affiliation Graduate Student, Doctoral Course in Complex Intelligent Systems Engineering, Graduate School of Science and Engineering, University of the Ryukyus.()
2nd Author's Name Satoshi Endo
2nd Author's Affiliation Faculty of Engineering, University of the Ryukyus.
3rd Author's Name Koji Yamada
3rd Author's Affiliation Faculty of Engineering, University of the Ryukyus.
4th Author's Name Hayao Miyagi
4th Author's Affiliation Faculty of Engineering, University of the Ryukyus.
Date 2002/1/17
Paper # 2001-HIP-81
Volume (vol) vol.101
Number (no) 594
Page pp.pp.-
#Pages 6
Date of Issue