DC programming techniques for solving a class of nonlinear bilevel programs

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...

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Veröffentlicht in:Journal of global optimization 2009-07, Vol.44 (3), p.313-337
Hauptverfasser: Hoai An, Le Thi, Tao, Pham Dinh, Nguyen Canh, Nam, Van Thoai, Nguyen
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Sprache:eng
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Zusammenfassung: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.
ISSN:0925-5001
1573-2916
DOI:10.1007/s10898-008-9325-7