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 Japanese) | (See Japanese page) |
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. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Division-of-labor problems optimizatoin / immune cell-cooperation / co-evolutionary phenomenon |
Paper # | 2001-HIP-81 |
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Committee | HIP |
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Conference Date | 2002/1/17(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Registration To | Human Information Processing (HIP) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
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 |