A new algorithm for the general quadratic programming problems with box constraints

A new algorithm for the general quadratic programming problems with box constraints

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Article ID: iaor20105798
Volume: 55
Issue: 1
Start Page Number: 79
End Page Number: 85
Publication Date: Sep 2010
Journal: Numerical Algorithms
Authors: , ,
Abstract:

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.

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