An interactive interior point algorithm for multiobjective linear programming problems

An interactive interior point algorithm for multiobjective linear programming problems

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Article ID: iaor20023041
Country: Netherlands
Volume: 29
Issue: 4
Start Page Number: 163
End Page Number: 170
Publication Date: Nov 2001
Journal: Operations Research Letters
Authors: ,
Keywords: programming: linear
Abstract:

We propose an interactive interior point method for finding the best compromise solution to a multiple objective linear programming problem. We construct a sequence X0,X1,...,Xk,... of smaller and smaller polytopes which shrink towards the compromise solution. During the kth interation, we move from the center of polytope Xk−1 to the center of polytope Xk by performing a local optimization which consists of maximizing a linear function over an ellipsoid.

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