On the structure of the non-dominated set for bicriteria programmes

On the structure of the non-dominated set for bicriteria programmes

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Article ID: iaor19971568
Country: United Kingdom
Volume: 5
Issue: 3
Start Page Number: 232
End Page Number: 243
Publication Date: Sep 1996
Journal: Journal of Multi-Criteria Decision Analysis
Authors: ,
Abstract:

In multiple-objective programming, a knowledge of the structure of the non-dominated set can aid in generating efficient solutions. This paper presents new concepts which allow for a better understanding of the structure of the set of non-dominated solutions for non-convex bicriteria programming problems. In particular, a means of determining whether or not this set is connected is examined. Both supersets and newly defined subsets of the non-dominated set are utilized in this investigation. Of additional value is the use of the lower envelope of the set of outcomes in classifying feasible points as (properly) non-dominated solutions.

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