直交表による大域的最適解探索手法の開発 : 機械設計問題への適用(機械力学,計測,自動制御)

概要

論文の詳細を見る
A new optimization method which can search for the global optimum solution and decrease the number of iterations is described. The feature of the new method includes creating orthogonal arrays and changing the level value of design factors for every search step. The orthogonal array is selected based on the number of factors & levels, and the level values are changed based on the trend of the optimum solution. The performance of the method was observed on the optimization problems of mechanical design which involve discrete and continuous variables. The newly developed method is found to be very effective for searching the global optimum solution of the mechanical design problems with fewer numbers of the function evaluations.
社団法人日本機械学会の論文
2007-08-25