×

Remarks on solutions to a nonconvex quadratic programming test problem. (English) Zbl 1220.90078

Summary: A recent paper of H. Tuy and N. T. Hoai-Phuong [J. Glob. Optim. 37, No. 4, 557–569 (2007; Zbl 1198.90316)] presents an algorithm for nonconvex quadratic programming with quadratic constraints. The performance of this algorithm is illustrated by solving, among others, a test problem from a paper of C. Audet, P. Hansen, B. Jaumard and G. Savard [Math. Program. 87, No. 1 (A), 131–152 (2000; Zbl 0966.90057)]. This test problem is a reformulation of a problem from a paper of R. S. Dembo [Math. Program. 10, 192–213 (1976; Zbl 0349.90066)]. Tuy and Hoai-Phuong observe that the optimal solution reported by Audet et al. is very far from the optimal one for this reformulation. The discrepancy between the reported optimal solutions is not due to selection of an almost feasible solution far from the optimal one nor to cumulation of termwise approximation errors. It is, in fact, simply due to a typographical error.

MSC:

90C20 Quadratic programming
90C26 Nonconvex programming, global optimization
Full Text: DOI

References:

[1] Audet C., Hansen P., Jaumard B., Savard G.: A branch and cut algorithm for nonconvex quadratically constrained quadratic programming. Math. Program. 87(1, Ser. A), 131–152 (2000) · Zbl 0966.90057
[2] Dembo R.: A set of geometric programming test problems and their solutions. Math. Program. 10(2), 192–213 (1976) · Zbl 0349.90066 · doi:10.1007/BF01580667
[3] Floudas, C.: Deterministic global optimization: theory, methods and applications. In: Nonconvex Optimization and Its Applications, vol. 37. Kluwer Acad. Publ., Dordrecht. http://www.springer.com/mathematics/book/978-0-7923-6014-8 (1999)
[4] Hansen P., Jaumard B., Lu S.H.: An analytical approach to global optimization. Math. Program. 52(2, Ser. B), 227–254 (1991) · Zbl 0747.90091 · doi:10.1007/BF01582889
[5] Perron, S.: Applications jointes de l’optimisation combinatoire et globale. Ph.D. thesis, École Polytechnique de Montréal (2004)
[6] Tuy H., Hoai-Phuong N.: A robust algorithm for quadratic optimization under quadratic constraints. J. Global Optim. 37(4), 557–569 (2007) · Zbl 1198.90316 · doi:10.1007/s10898-006-9063-7
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.