Special cases of the tolerance approach in multiobjective linear programming

Special cases of the tolerance approach in multiobjective linear programming

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Article ID: iaor19991473
Country: Netherlands
Volume: 98
Issue: 3
Start Page Number: 610
End Page Number: 616
Publication Date: May 1997
Journal: European Journal of Operational Research
Authors: ,
Abstract:

In this paper we deal with sensitivity analysis of the Multiobjective Linear Problem. We enlarge the range of meaningful regions of weights that can be handled easily from the tolerance approach point of view. The regions that we propose are important, because they represent the information that the decision maker is able to offer about the relationships between the importance of the different objectives, in terms of marginal substitution rates. Particularly, the well known interval, order and nonhomogeneous order relations are included. We also present an algorithm which reduces the computational effort, in order to get the maximum tolerance percentage. Several examples are included illustrating the results.

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