A note on weighted criteria methods for compromise solutions in multi-objective optimization

被引：177

作者：

Athan, TW ^{[1
]}

Papalambros, PY ^{[1
]}

机构：

[1] UNIV MICHIGAN,DEPT MECH ENGN & APPL MECH,ANN ARBOR,MI 48109

来源：

ENGINEERING OPTIMIZATION | 1996年 / 27卷 / 02期

关键词：

multicriteria; multiobjective; design optimization; non-convex; Pareto solutions;

D O I：

10.1080/03052159608941404

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

A common multi-objective optimization approach forms the objective function from linearly weighted criteria. It is known that the method can fail to capture Pareto optimal points in a non-convex attainable region. This note considers generalized weighted criteria methods that retain the advantages of the linear method without suffering from this limitation. Compromise programming and a new method with exponentially weighted criteria are evaluated. Demonstration on design problems is included.

引用

页码：155 / 176

页数：22

共 15 条

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