On the transformation of lexicographic nonlinear multiobjective programs to single objective programs

On the transformation of lexicographic nonlinear multiobjective programs to single objective programs

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Article ID: iaor201110536
Volume: 74
Issue: 2
Start Page Number: 217
End Page Number: 231
Publication Date: Oct 2011
Journal: Mathematical Methods of Operations Research
Authors: ,
Abstract:

This paper deals with multiobjective optimization programs in which the objective functions are ordered by their degree of priority. A number of approaches have been proposed (and several implemented) for the solution of lexicographic (preemptive priority) multiobjective optimization programs. These approaches may be divided into two classes. The first encompasses the development of algorithms specifically designed to deal directly with the initial model. Considered only for linear multiobjective programs and multiobjective programs with a finite discrete feasible region, the second one attempts to transform, efficiently, the lexicographic multiobjective model into an equvivalent model, i.e. a single objective programming problem. In this paper, we deal with the second approach for lexicographic nonlinear multiobjective programs.

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