| Presentation | 2015-06-11 Analysis and evaluation of Firefly Algorithm Jianze Xiao, Takuya Shindo, Takuya Kurihara, Kenya Jin'no, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Firefly algorithm is one of Metaheuristic optimization algorithms, it is inspired by the flashing and attracting behavior of fireflies. In this article, we consider a deterministic firefly algorithm to analyze the dynamics rigorously. The state update equation of the deterministic firefly algorithm contains two important parameters; β0 and γ. We analyze the impact of the solution search of these parameters. Based on the analysis result, we propose a modified firefly algorithm to improve the solution search performance. We confirm the solution search performance by using well-known benchmark functions. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | swarm intelligence / firefly algorithm / metaheuristics / optimization problem |
| Paper # | NLP2015-41,CCS2015-3 |
| Date of Issue | 2015-06-04 (NLP, CCS) |
| Conference Information | |
| Committee | NLP / CCS |
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| Conference Date | 2015/6/11(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Waseda Univerisity |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Kenya Jinno(Nippon Inst. of Tech.) / Hiroo Sekiya(Chiba Univ.) |
| Vice Chair | Naoto Fujisaka(Hiroshima City Univ.) / Yasuhiro Tsubo(Ritsumeikan Univ.) / Naoki Wakamiya(Osaka Univ.) |
| Secretary | Naoto Fujisaka(Tokyo Univ. of Science) / Yasuhiro Tsubo(Konan Univ.) / Naoki Wakamiya(Kagawa National College of Tech.) |
| Assistant | Hidehiro Nakano(Tokyo City Univ.) / Hiroyuki Asahara(Okayama Univ. of Science) / Takayuki Kimura(Nippon Inst. of Tech.) / Song-Ju Kim(NIMS) / Ryo Takahashi(Kyoto Univ.) / Junnosuke Teramae(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Nonlinear Problems / Technical Committee on Complex Communication Sciences |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis and evaluation of Firefly Algorithm |
| Sub Title (in English) | |
| Keyword(1) | swarm intelligence |
| Keyword(2) | firefly algorithm |
| Keyword(3) | metaheuristics |
| Keyword(4) | optimization problem |
| 1st Author's Name | Jianze Xiao |
| 1st Author's Affiliation | Nippon institute of Technology(NIT) |
| 2nd Author's Name | Takuya Shindo |
| 2nd Author's Affiliation | Nippon institute of Technology(NIT) |
| 3rd Author's Name | Takuya Kurihara |
| 3rd Author's Affiliation | Nippon institute of Technology(NIT) |
| 4th Author's Name | Kenya Jin'no |
| 4th Author's Affiliation | Nippon institute of Technology(NIT) |
| Date | 2015-06-11 |
| Paper # | NLP2015-41,CCS2015-3 |
| Volume (vol) | vol.115 |
| Number (no) | NLP-77,CCS-78 |
| Page | pp.pp.13-18(NLP), pp.13-18(CCS), |
| #Pages | 6 |
| Date of Issue | 2015-06-04 (NLP, CCS) |