| Presentation | 2013-01-24 Insensitive Particle Swarm Optimizers and Application to Exploring Periodic Points Kazuki MARUYAMA, Toshimichi SAITO, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper studies an insensitive particle swarm optimizer (IPSO) for multi-solution problems. The IPSO is governed by a deterministic difference equations without stochastic parameter and has a insensitive param-eter depending on time and fitness value. The insensitivity can prohibit unnecessary particles concentration and can give variety in the particles dynamics : that can be suitable for the multi-solution problems. In order to compare our algorithm with a fundamental local best PSO, applied to a basic benchmark and an exploring problem of periodic points in the Henon map and then examined the effectiveness. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Particle swarm optimizers / optimization problems / multi-solution problems / time-variant insensitive parameter |
| Paper # | NLP2012-119,NC2012-109 |
| Date of Issue |
| Conference Information | |
| Committee | NLP |
|---|---|
| Conference Date | 2013/1/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Insensitive Particle Swarm Optimizers and Application to Exploring Periodic Points |
| Sub Title (in English) | |
| Keyword(1) | Particle swarm optimizers |
| Keyword(2) | optimization problems |
| Keyword(3) | multi-solution problems |
| Keyword(4) | time-variant insensitive parameter |
| 1st Author's Name | Kazuki MARUYAMA |
| 1st Author's Affiliation | Faculty of Science and Engineering, Department of Electrical and Electronics Engineering, Hosei University() |
| 2nd Author's Name | Toshimichi SAITO |
| 2nd Author's Affiliation | Faculty of Science and Engineering, Department of Electrical and Electronics Engineering, Hosei University |
| Date | 2013-01-24 |
| Paper # | NLP2012-119,NC2012-109 |
| Volume (vol) | vol.112 |
| Number (no) | 389 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |