DC (Difference of Convex) programming techniques for solving a class of nonlinear bilevel programs

DC (Difference of Convex) programming techniques for solving a class of nonlinear bilevel programs

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Article ID: iaor200971236
Country: Netherlands
Volume: 44
Issue: 3
Start Page Number: 313
End Page Number: 337
Publication Date: Jul 2009
Journal: Journal of Global Optimization
Authors: , , ,
Keywords: programming (bilevel)
Abstract:

We propose a method for finding a global solution of a class of nonlinear bilevel programs, in which the objective function in the first level is a DC function, and the second level consists of finding a Karush-Kuhn-Tucker point of a quadratic programming problem. This method is a combination of the local algorithm DCA in DC programming with a branch and bound scheme well known in discrete and global optimization. Computational results on a class of quadratic bilevel programs are reported.

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