On non-convex quadratic optimization
Sibirskij žurnal vyčislitelʹnoj matematiki, Tome 4 (2001) no. 2, pp. 185-199.

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This paper considers the search for the global minimization of non-convex functions, in particular, quadratic functions with non-definite matrix on a parallelepiped. The global search strategy is based on the global optimality conditions connected with the classical extremum theory and is in a non-trivial combination of linearized over basic non-convexity problems, local descent problems, problems of approximation of the convex functions level surfaces, and the one-dimensional search. Various numerical calculations have been carried out, to verify the algorithm effectivity.
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A. S. Strekalovskii; A. A. Kuznetsova; T. V. Yakovleva. On non-convex quadratic optimization. Sibirskij žurnal vyčislitelʹnoj matematiki, Tome 4 (2001) no. 2, pp. 185-199. http://geodesic.mathdoc.fr/item/SJVM_2001_4_2_a6/

[1] Vasilev F. P., Chislennye metody resheniya ekstremalnykh zadach, Nauka, M., 1988 | MR

[2] Sukharev A. G., Timokhov A. V., Fedorov V. V., Kurs metodov optimizatsii, Nauka, M., 1986 | MR | Zbl

[3] Bazara M., Shetti K., Nelineinoe programmirovanie. Teoriya i algoritmy, Mir, M., 1982 | MR | Zbl

[4] Horst R., Pardalos P., Thoai N., Introduction to Global Optimization, Kluwer Academic Publishers, 1995 | MR

[5] Horst R., Pardalos P., Handbook of Global Optimization, Kluwer Academic Publishers, 1995 | MR

[6] Floudas C. A., Visweswaran V., “Quadratic Optimization”, Handbook of Global Optimization, eds. Horst R. and Pardalos P., Kluwer Academic Publishers, 1995, 217–264 | MR

[7] Horst R., Tuy H., Global Optimization (Deterministic Approaches), Springer-Verlag, Berlin, 1993 | MR

[8] Blanquero R., Carrizosa E., “A covering method for d.c. optimization. Applications”, Abstracts of International workshop on Global Optimization “GO.99” (Florence, Italy, 1999), 1–2 | MR | Zbl

[9] Strekalovsky A. S., “One way to construct a Global Search algorithm for d.c. minimization problems”, Nonlinear optimization and related topics, Applied Optimization Series, 36, eds. G. Di Pillo and F. Giannessi, Kluwer Academic Publishers, 2000, 429–443 | MR | Zbl

[10] Strekalovskii A. S., “O poiske globalnogo maksimuma vypuklogo funktsionala na dopustimom mnozhestve”, Zhurn. vychisl. matem. i matem. fiziki, 33:3 (1993), 349–364 | MR

[11] Strekalovskii A. S., “Ob ekstremalnykh zadachakh na dopolneniyakh vypuklykh mnozhestv”, Kibernetika i sistemnyi analiz, 1993, no. 1, 113–126 | MR

[12] Strekalovskii A. S., “Usloviya globalnoi optimalnosti v zadachakh d.s.-programmirovaniya”, Optimizatsiya i upravlenie, v. 1, Izd-vo irkutskogo gosudarstvennogo universiteta, Irkutsk, 1997

[13] Strekalovsky A. S., Tsevendorj I., “Testing the $\mathcal R$-strategy for a reverse convex problem”, Journal of global optimization, 13 (1998), 61–74 | DOI | MR | Zbl

[14] Strekalovskii A. S., Kuznetsova A. A., Tseveendorzh I., “Ob odnom podkhode k resheniyu tselochislennykh zadach optimizatsii”, Zhurn. vychisl. matem. i matem. fiziki, 39:1 (1999), 9–16 | MR | Zbl

[15] Strekalovskii A. S., Kuznetsova A. A., “O skhodimosti algoritma globalnogo poiska v zadache vypukloi maksimizatsii na dopustimom mnozhestve”, Izvestiya vuzov. Seriya matematika, 1999, no. 12(451), 74–81 | MR