On generalized trade-off directions in nonconvex multiobjective optimization

On generalized trade-off directions in nonconvex multiobjective optimization

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Article ID: iaor2003791
Country: Germany
Volume: 92
Issue: 1
Start Page Number: 141
End Page Number: 151
Publication Date: Jan 2002
Journal: Mathematical Programming
Authors: ,
Abstract:

Trade-off information related to Pareto optimal solutions is important in multiobjective optimization problems with conflicting objectives. Recently, the concept of trade-off directions has been introduced for convex problems. These trade-offs are characterized with the help of tangent cones. Generalized trade-off directions for nonconvex problems can be defined by replacing convex tangent cones with nonconvex contingent cones. Here we study how the convex concepts and results can be generalized into a nonconvex case. Giving up convexity naturally means that we need local instead of global analysis.

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