{"product_id":"ieej-ct10tc13005","title":"重みの適応を行うスカラー化勾配法による多目的関数最適化","description":"\u003cp\u003e\u003cstrong\u003eカテゴリ: \u003c\/strong\u003e部門大会\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e論文No: \u003c\/strong\u003eTC13-5\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eグループ名: \u003c\/strong\u003e【C】平成22年電気学会電子・情報・システム部門大会講演論文集\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e発行日: \u003c\/strong\u003e2010\/09\/02\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eタイトル(英語): \u003c\/strong\u003eMultiobjective Function Optimization Using a Scalarized Descent Method with a Weight Adaptation\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e著者名: \u003c\/strong\u003e濱田 直希(東京工業大学),永田 裕一(東京工業大学),小林 重信(東京工業大学),小野 功(東京工業大学)\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e著者名(英語): \u003c\/strong\u003eNaoki Hamada(Tokyo Institute of Technology),Yuichi Nagata(Tokyo Institute of Technology),Shigenobu Kobayashi(Tokyo Institute of Technology),Isao Ono(Tokyo Institute of Technology)\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eキーワード: \u003c\/strong\u003e多目的関数最適化|多数目的問題|スカラー化|勾配法|重みの適応|multiobjective function optimization|many-objective problem|scalarization|descent method|weight adaptation\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e要約(日本語): \u003c\/strong\u003eThe multi-starting descent method is a promising approach to unimodal multiobjective function optimization problems because of its precision of obtained solutions. The scalarized descent method scalarizes objective functions to a single function with a weight vector and uses the gradient of the scalarized function. Its convergent point depends on a weight vector. Unfortunately, in conventional multi-starting strategies, it is difficult to choose appropriate weight vectors for obtaining widely and evenly distributed solutions. In order to remedy the problems, we propose a multi-starting scalarized descent method named AWA that employs an adaptive scheme of weight vectors. We show the effectiveness of the proposed method through some experiments.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePDFファイルサイズ: \u003c\/strong\u003e7,733 Kバイト\u003c\/p\u003e","brand":"IEEJ-PDF","offers":[{"title":"PDFダウンロード（一般価格440円\/会員価格220円） \/ A4 \/ 6","offer_id":46406424428783,"sku":"IEEJ-CT10TC13005-PDF","price":440.0,"currency_code":"JPY","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0718\/9512\/2159\/files\/IEEJ-PDF_99292be1-2944-49c5-a7c1-adafbfd6c8df.png?v=1745137946","url":"https:\/\/ieej.bookpark.ne.jp\/products\/ieej-ct10tc13005","provider":"電気学会 電子図書館","version":"1.0","type":"link"}