Duality theory for optimization problems with interval-valued objective functions

Duality theory for optimization problems with interval-valued objective functions

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Article ID: iaor20101586
Volume: 144
Issue: 3
Start Page Number: 615
End Page Number: 628
Publication Date: Mar 2010
Journal: Journal of Optimization Theory and Applications
Authors:
Abstract:

A solution concept in optimization problems with interval-valued objective functions, which is essentially similar to the concept of nondominated solution in vector optimization problems, is introduced by imposing a partial ordering on the set of all closed intervals. The interval-valued Lagrangian function and interval-valued Lagrangian dual function are also proposed to formulate the dual problem of the interval-valued optimization problem. Under this setting, weak and strong duality theorems can be obtained.

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