Article ID: | iaor1998943 |
Country: | Netherlands |
Volume: | 27 |
Issue: | 2 |
Start Page Number: | 155 |
End Page Number: | 176 |
Publication Date: | Sep 1996 |
Journal: | Engineering Optimization |
Authors: | Athan Timothy Ward, Papalambros Panos Y. |
Keywords: | design, engineering |
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 within suffering from this limitation. Compromise programming and a new method with exponentially weighted criteria are evaluated. Demonstration on design problems is included.