| Presentation | 2005-12-16 Synthesis of CAs having desired patterns : a method based on GA Satoshi SUZUKI, Toshimichi SAITO, Hiroyuki TORIKAI, Takashi YAMAMICHI, |
|---|---|
| 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 even for our objective 2-state 5-neighbor CAs and brute-force search is almost impossible. Our synthesis method is based on the genetic algorithm (GA) where a rule table corresponds to a gene. 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 considered an application to reduction of noise inserted randomly to a spatio-temporal pattern. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Cellular automata / Genetic Algorithms / Boolean function approximation |
| Paper # | NLP2005-97 |
| Date of Issue |
| Conference Information | |
| Committee | NLP |
|---|---|
| Conference Date | 2005/12/9(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
|---|---|
| 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 |
| 3rd Author's Name | Hiroyuki TORIKAI |
| 3rd Author's Affiliation | Department of electronics, Electrical and Computer Engineering, Hosei University |
| 4th Author's Name | Takashi YAMAMICHI |
| 4th Author's Affiliation | Department of electronics, Electrical and Computer Engineering, Hosei University |
| Date | 2005-12-16 |
| Paper # | NLP2005-97 |
| Volume (vol) | vol.105 |
| Number (no) | 483 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |