| Presentation | 2015-04-24 Design of a processing unit for particle swarm optimizers Hidehiro Nakano, Yasuhiro Shimada, Arata Miyauchi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, a processor which realizes the parallel calculations of Particle Swarm Optimizer (PSO) is proposed. As the main operations in PSO, there are initialization of particles, calculation of evaluation values, update of the best evaluation values, update of velocity and position vectors, and so on. In our processor, these operations are executed by parallel circuits. Also, in order to adapt various objective functions, the calculation of evaluation values are executed by software program using a RISC-type processor. Performing the experiments, the results for the evaluation of the circuit scale by logic synthesis and the measurement of the clock cycles by HDL simulator are shown. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Particle Swarm Optimizer / Parallel Processing / Processor |
| Paper # | NLP2015-26 |
| Date of Issue | 2015-04-16 (NLP) |
| Conference Information | |
| Committee | NLP |
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| Conference Date | 2015/4/23(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kagawa Social Welfare Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Nonlinear Problems, etc. |
| Chair | Kenya Jinno(Nippon Inst. of Tech.) |
| Vice Chair | Naoto Fujisaka(Hiroshima City Univ.) |
| Secretary | Naoto Fujisaka(Tokyo Univ. of Science) |
| Assistant | Hidehiro Nakano(Tokyo City Univ.) / Hiroyuki Asahara(Okayama Univ. of Science) |
| Paper Information | |
| Registration To | Technical Committee on Nonlinear Problems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Design of a processing unit for particle swarm optimizers |
| Sub Title (in English) | |
| Keyword(1) | Particle Swarm Optimizer |
| Keyword(2) | Parallel Processing |
| Keyword(3) | Processor |
| 1st Author's Name | Hidehiro Nakano |
| 1st Author's Affiliation | Tokyo City University(Tokyo City Univ.) |
| 2nd Author's Name | Yasuhiro Shimada |
| 2nd Author's Affiliation | Tokyo City University(Tokyo City Univ.) |
| 3rd Author's Name | Arata Miyauchi |
| 3rd Author's Affiliation | Tokyo City University(Tokyo City Univ.) |
| Date | 2015-04-24 |
| Paper # | NLP2015-26 |
| Volume (vol) | vol.115 |
| Number (no) | NLP-14 |
| Page | pp.pp.127-131(NLP), |
| #Pages | 5 |
| Date of Issue | 2015-04-16 (NLP) |