| Presentation | 2015-06-12 A design of real coded genetic algorithm processor Akihiko Tsukahara, Akinori Kanasugi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, Real Coded Genetic Algorithm (RCGA) has been attracting attention. It is one of the GA for handling real numbers to the individual representations. VariousGA hardware has been proposed for speedup or evolvable hardware. However, there arefew reports of RCGA hardware. In this paper, we proposed a design of real coded GA processor. The proposed processor is implemented using the JGG (Just Generation Gap) as a generation alternation model and the REX (Real coded Ensemble Crossover) as a realcoded crossover. In addition, the evaluation functionsthat depend on problem arecalculated using soft macro CPU. The proposed processor isexpected in embedded field applications because of it can be implemented in one chip FPGA. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Generic Algorithm / Real coded generic algorithm / FPGA |
| Paper # | COMP2015-8 |
| Date of Issue | 2015-06-05 (COMP) |
| Conference Information | |
| Committee | COMP / IPSJ-AL |
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| Conference Date | 2015/6/12(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Koichi Wada(Hosei Univ.) |
| Vice Chair | Toshimitsu Masuzawa(Osaka Univ.) |
| Secretary | Toshimitsu Masuzawa(Hiroshima Univ.) / (Univ. of Electro-Comm.) |
| Assistant | |
| Paper Information | |
| Registration To | Technical Committee on Theoretical Foundations of Computing / Special Interest Group on Algorithms |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A design of real coded genetic algorithm processor |
| Sub Title (in English) | |
| Keyword(1) | Generic Algorithm |
| Keyword(2) | Real coded generic algorithm |
| Keyword(3) | FPGA |
| 1st Author's Name | Akihiko Tsukahara |
| 1st Author's Affiliation | Tokyo Denki University(Tokyo Denki Univ.) |
| 2nd Author's Name | Akinori Kanasugi |
| 2nd Author's Affiliation | Tokyo Denki University(Tokyo Denki Univ.) |
| Date | 2015-06-12 |
| Paper # | COMP2015-8 |
| Volume (vol) | vol.115 |
| Number (no) | COMP-84 |
| Page | pp.pp.51-58(COMP), |
| #Pages | 8 |
| Date of Issue | 2015-06-05 (COMP) |