Computationally efficient methods for calculating the ideal solution for MOLP problems

Computationally efficient methods for calculating the ideal solution for MOLP problems

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Article ID: iaor19932413
Country: United Kingdom
Volume: 43
Issue: 12
Start Page Number: 1179
End Page Number: 1181
Publication Date: Dec 1992
Journal: Journal of the Operational Research Society
Authors: ,
Keywords: computational analysis
Abstract:

This paper presents the results of an investigation into computational considerations that are relevant to large-scale multiobjective linear programming (MOLP) problems. Four approaches to obtaining a representation of the ideal solution are compared. Statistics on the number of simplex iterations and CPU time required are analysed for a set of randomly generated multiobjective linear programming problems. Recommendations are made based on the analysis of these results which are applicable to many MOLP solution algorithms.

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