| Presentation | 2006-11-10 Genetic Algorithm Hardware Using New Selection Circuit Based on Rough Comparison Method Tomokazu HIRATSUKA, Hakaru TAMUKOH, Keiichi HORIO, Takeshi YAMAKAWA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Genetic Algorithms (GA) are search algorithms based on the mechanics of natural selection and natural genetics. On the other hand, hardware accelerators for GA are required to reduce execution time of GA. In the hardware implementation of GA, the performance of the GA hardware is improved depending on a circuit design of roulette wheel selection. In this paper, we proposed a new roulette selection circuit based on a rough comparison method, and evaluate effects of the proposed circuit in terms of the execution time and circuit size. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Genetic Algorithm / Roulette Wheel Selection / Rough Comparison Method / Digital Hardware |
| Paper # | NC2006-60 |
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| Committee | NC |
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| Conference Date | 2006/11/3(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Genetic Algorithm Hardware Using New Selection Circuit Based on Rough Comparison Method |
| Sub Title (in English) | |
| Keyword(1) | Genetic Algorithm |
| Keyword(2) | Roulette Wheel Selection |
| Keyword(3) | Rough Comparison Method |
| Keyword(4) | Digital Hardware |
| 1st Author's Name | Tomokazu HIRATSUKA |
| 1st Author's Affiliation | Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology() |
| 2nd Author's Name | Hakaru TAMUKOH |
| 2nd Author's Affiliation | Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology |
| 3rd Author's Name | Keiichi HORIO |
| 3rd Author's Affiliation | Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology |
| 4th Author's Name | Takeshi YAMAKAWA |
| 4th Author's Affiliation | Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology |
| Date | 2006-11-10 |
| Paper # | NC2006-60 |
| Volume (vol) | vol.106 |
| Number (no) | 341 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |