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: | Dinh Tao Pham, Canh Nam Nguyen, Hoai An Le Thi, Thoai Nguyen |
Keywords: | programming (bilevel) |
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.