Abstract
We consider the convex programming problem in a reflexive space with operator equality constraint and finite number of functional inequality constraints. For this problem we prove the stable with respect to the errors in the initial data Lagrange principle in sequential nondifferential form. We show that the sequential approach and dual regularization significantly expand a class of optimization problems that can be immediately and stably solved on a base of the classical design of the Lagrange function. We discuss the possibility of its applicability for solving unstable optimization problems.
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Original Russian Text © A.A. Gorshkov, M.I. Sumin, 2015, published in Izvestiya Vysshikh Uchebnykh Zavedenii. Matematika, 2015, No. 1, pp. 14–28.
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Gorshkov, A.A., Sumin, M.I. The stable Lagrange principle in sequential form for the convex programming problem in a uniformly convex space and its applications. Russ Math. 59, 11–23 (2015). https://doi.org/10.3103/S1066369X15010028
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DOI: https://doi.org/10.3103/S1066369X15010028