Design of IIR Filters Using PSO with A Fixed Penalty Range

カテゴリ: 部門大会

論文No: SS1-5

グループ名: 【C】平成28年電気学会電子・情報・システム部門大会講演論文集

発行日: 2016/08/31

タイトル(英語): Design of IIR Filters Using PSO with A Fixed Penalty Range

著者名: 山本 健造(東京電機大学),陶山 健仁(東京電機大学)

著者名(英語): Kenzo Yamamoto|kenji Suyama

キーワード: IIRフィルタ|PSO|確率的最適化確率的最適化|IIR filter|PSO|Stochastic optimization

要約(日本語): In this paper, a design method of IIR filters using PSO is studied. In our previous work, an avoidance method of local minimum stagnation has been proposed, in which a penalty is added to an objective function. In this study, a novel method which repeats a diversification and an intensification alternatively is proposed for a single-swarm PSO, in which a penalty range is fixed to a small value. Several design examples are shown to present the effectiveness of the proposed method.

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