| Presentation | 2016-07-22 An Artificial Bee Colony Algorithm Suited for Parallel Distributed Processing Yu Isono, Tomoyuki Sasaki, Hidehiro Nakano, Arata Miyauchi, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | As approximate solutions in large-scale problems are obtained by evolutionary computation algorithms, many search individuals are needed. In order to speed up this computation, the parallel-distributed computing of the algorithms is effective. However, if the communication traffic between each computation node increases, it becomes a bottleneck and the expected speeding up the computation can not be realized. In this paper, the parallel-distributed computation method for the particle swarm optimization, which has been previously proposed, is applied to the artificial bee colony algorithm. By performing the numerical experiments, the performances of each method are confirmed. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Evolutionary computation algorithm / Artificial bee colony / Parallel-distributed processing |
| Paper # | NLP2016-40 |
| Date of Issue | 2016-07-14 (NLP) |
| Conference Information | |
| Committee | NLP |
|---|---|
| Conference Date | 2016/7/21(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hokkaido Univ. Centennial Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Hisato Fujisaka(Hiroshima City Univ.) |
| Vice Chair | Masaharu Adachi(Tokyo Denki Univ.) |
| Secretary | Masaharu Adachi(Konan Univ.) |
| Assistant | Hiroyuki Asahara(Okayama Univ. of Science) / Toshihiro Tachibana(Shonan Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Nonlinear Problems |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Artificial Bee Colony Algorithm Suited for Parallel Distributed Processing |
| Sub Title (in English) | |
| Keyword(1) | Evolutionary computation algorithm |
| Keyword(2) | Artificial bee colony |
| Keyword(3) | Parallel-distributed processing |
| 1st Author's Name | Yu Isono |
| 1st Author's Affiliation | Tokyo City University(Tokyo City Univ.) |
| 2nd Author's Name | Tomoyuki Sasaki |
| 2nd Author's Affiliation | Tokyo City University(Tokyo City Univ.) |
| 3rd Author's Name | Hidehiro Nakano |
| 3rd Author's Affiliation | Tokyo City University(Tokyo City Univ.) |
| 4th Author's Name | Arata Miyauchi |
| 4th Author's Affiliation | Tokyo City University(Tokyo City Univ.) |
| Date | 2016-07-22 |
| Paper # | NLP2016-40 |
| Volume (vol) | vol.116 |
| Number (no) | NLP-151 |
| Page | pp.pp.33-38(NLP), |
| #Pages | 6 |
| Date of Issue | 2016-07-14 (NLP) |