Article ID: | iaor20105798 |
Volume: | 55 |
Issue: | 1 |
Start Page Number: | 79 |
End Page Number: | 85 |
Publication Date: | Sep 2010 |
Journal: | Numerical Algorithms |
Authors: | Li Jianling, Ma Lin, Wang Peng |
In this paper, we propose a new branch-and-bound algorithm for the general quadratic problems with box constraints. We, first, transform the problem into a separable form by D. C. (Difference of Convex) decomposition and Cholesky factorization of a positive definite matrix. Then a lower bounding technique is derived and a branch-and-bound algorithm is presented based on the lower bounding and rectangular bisection. Finally, preliminary computational results are reported.