| Presentation | 1999/5/27 Evolution of Analog Circuit with Variable Length Chromosomes Shin Ando, Mitsuru Ishizuka, Hitoshi Iba, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In our work, we build a GA system based on variable length chromosomes, for the purpose of implement-ing an analog evolvable hardware. The analog hardware, generally, has the weakness of being vulnerable to the environment. In addition, most of the proposed methods to deal with the environmental disturbance are complicated and empirical. In our analog circuit EHW, genetic algorithms alternately repeat the designing process and the manufacturing processes, gradually adapting to the environment, which realizes the robustness to the external disturbance and automated designing. This paper describes our approach to EHW, i.e., using MessyGA chromosomes, dividing the evolution of structure and parameters, and finding the proper structured and sized circuit, in order to acquire an analog EHW which is flexible in structure and modifies itself to the proper size. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | genetic algorithm / evolvable hardware / analog circuit / variable length chromosomes / messyGA |
| Paper # | AI99-4 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 1999/5/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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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) | Evolution of Analog Circuit with Variable Length Chromosomes |
| Sub Title (in English) | |
| Keyword(1) | genetic algorithm |
| Keyword(2) | evolvable hardware |
| Keyword(3) | analog circuit |
| Keyword(4) | variable length chromosomes |
| Keyword(5) | messyGA |
| 1st Author's Name | Shin Ando |
| 1st Author's Affiliation | Courses of Electronics and Information, School of Engineering, University of Tokyo() |
| 2nd Author's Name | Mitsuru Ishizuka |
| 2nd Author's Affiliation | Courses of Electronics and Information, School of Engineering, University of Tokyo |
| 3rd Author's Name | Hitoshi Iba |
| 3rd Author's Affiliation | Courses of Electronics and Information, School of Engineering, University of Tokyo |
| Date | 1999/5/27 |
| Paper # | AI99-4 |
| Volume (vol) | vol.99 |
| Number (no) | 95 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |