| Presentation | 2015-11-20 Design of IIR Filters Using PSO with Alternative Intensification and Diversification Kenzo Yamamoto, Yuji Nishimura, Kenji Suyama, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, a design method for IIR (Infinite Impulse Response) filters using PSO (Particle Swarm Optimization) is developed. In our previous work, an avoidance method of local minimum stagnation has been proposed, in which a penalty function is added to an objective function when the stagnation occurs. Then, an additional range of penalty function is determined by using multi-swarms. However, it requires high computational cost. In this study, a novel method which repeats a diversification and an intensification alternatively is proposed for the single-swarm PSO, in which the additional range of penalty function is fixed to a small value. Several design examples are shown to present the effectiveness of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Digital filter / PSO / Stochastic optimization |
| Paper # | CAS2015-54,MSS2015-28 |
| Date of Issue | 2015-11-13 (CAS, MSS) |
| Conference Information | |
| Committee | MSS / CAS / IPSJ-AL |
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| Conference Date | 2015/11/20(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Ibusuki CityHall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Satoshi Yamane(Kanazawa Univ.) / Satoshi Tanaka(Murata) |
| Vice Chair | Morikazu Nakamura(Univ. of Ryukyus) / Toshihiko Takahashi(Niigata Univ.) |
| Secretary | Morikazu Nakamura(Yamaguchi Univ.) / Toshihiko Takahashi(Toshiba) / (Hitachi) |
| Assistant | Hideki Kinjo(Okinawa Univ.) / Toshihiro Tachibana(Shonan Inst. of Tech.) / Yohei Nakamura(Hitachi) |
| Paper Information | |
| Registration To | Technical Committee on Mathematical Systems Science and its applications / Technical Committee on Circuits and Systems / 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) | Design of IIR Filters Using PSO with Alternative Intensification and Diversification |
| Sub Title (in English) | |
| Keyword(1) | Digital filter |
| Keyword(2) | PSO |
| Keyword(3) | Stochastic optimization |
| 1st Author's Name | Kenzo Yamamoto |
| 1st Author's Affiliation | Tokyo Denki University(Tokyo Denki Univ.) |
| 2nd Author's Name | Yuji Nishimura |
| 2nd Author's Affiliation | Tokyo Denki University(Tokyo Denki Univ.) |
| 3rd Author's Name | Kenji Suyama |
| 3rd Author's Affiliation | Tokyo Denki University(Tokyo Denki Univ.) |
| Date | 2015-11-20 |
| Paper # | CAS2015-54,MSS2015-28 |
| Volume (vol) | vol.115 |
| Number (no) | CAS-315,MSS-316 |
| Page | pp.pp.71-76(CAS), pp.71-76(MSS), |
| #Pages | 6 |
| Date of Issue | 2015-11-13 (CAS, MSS) |