A Method of Estimating Weighting Parameters in Multi-Objective Optimization

カテゴリ: 部門大会

論文No: SS3-7

グループ名: 【C】平成30年電気学会電子・情報・システム部門大会プログラム

発行日: 2018/09/05

タイトル(英語): A Method of Estimating Weighting Parameters in Multi-Objective Optimization

著者名: 達 亮祐(神戸大学),玉置 久(神戸大学)

著者名(英語): Ryosuke Tachi|Hisashi Tamaki

キーワード: 多目的最適化|重みパラメータ|数理計画問題|基底形式|Multi-Objective Optimization|weighting parameters|mathematical programming problem|basic form

要約(日本語): A weighting parameter method is known as one solution to the Multi-Objective Optimization problem. In this method, Pareto optimal solutions can be generated iteratively by changing weighting parameters. In this research, as a reverse procedure, a method of identifying the range of the weight parameters. Based on the basic idea of the simplex method, the range of the weighting parameter of each objective function is estimated when the target problem is represented by a mathematical programming problem, so that the obtained solution should correspond to the preferred one by an operator.

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