| Presentation | 2007-10-18 Synthesis of CAs having desired patterns : a method based on GA Satoshi SUZUKI, Toshimichi SAITO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper studies synthesis problem of cellular automaton (CA) that generates desired spatio-temporal pattern. Although time evolution of CA is determined by a rule table, the number of rule tables are enormous and brute-force search is almost impossible. Our synthesis method is based on the genetic algorithm (GA) where a rule table and a rule corresponds to a chromosome and a gene respectivly. Preserving desired genes the GA evolves and generates a desired rule table. Efficiency of the algorithm is confirmed by basic numerical experiments. We have also applied the method to reduction of noise inserted randomly to a spatio-temporal pattern. Moreover, we have considered evaluation based on spatio-temporal patterns. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Cellular automata / Genetic Algorithms / Boolean function approximation |
| Paper # | CAS2007-34,NLP2007-62 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2007/10/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Synthesis of CAs having desired patterns : a method based on GA |
| Sub Title (in English) | |
| Keyword(1) | Cellular automata |
| Keyword(2) | Genetic Algorithms |
| Keyword(3) | Boolean function approximation |
| 1st Author's Name | Satoshi SUZUKI |
| 1st Author's Affiliation | Department of electronics, Electrical and Computer Engineering, Hosei University() |
| 2nd Author's Name | Toshimichi SAITO |
| 2nd Author's Affiliation | Department of electronics, Electrical and Computer Engineering, Hosei University |
| Date | 2007-10-18 |
| Paper # | CAS2007-34,NLP2007-62 |
| Volume (vol) | vol.107 |
| Number (no) | 266 |
| Page | pp.pp.- |
| #Pages | 4 |
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