The multiplicative representation for multiple objectives optimization with an application for arms procurement

The multiplicative representation for multiple objectives optimization with an application for arms procurement

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Article ID: iaor2003394
Country: United States
Volume: 49
Issue: 4
Start Page Number: 327
End Page Number: 340
Publication Date: Jun 2002
Journal: Naval Research Logistics
Authors:
Keywords: military & defence
Abstract:

Multiple Objectives Optimization is much seen in combination with linear functions and even with linear programming, together with an adding of the objectives by using weights. With distance functions, normalization instead of weights is used. It is also possible that together with an additive direct influence of the objectives on the utility function a mutual utility of the objectives exists under the form of a multiplicative representation. A critical comment is brought on some representations of this kind. A full-multiplicative form may offer other opportunities, which will be discussed at length in an effort to exclude weights and normalization. This theoretical approach is followed by an application for arms procurement.

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