Geodesic
Stable Lagrange principle in sequential form for the problem of convex programming in uniformly convex space and its applications
Izvestiâ vysših učebnyh zavedenij. Matematika, no. 1 (2015), pp. 14-28

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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. It is shown that the sequential approach and dual regularization significantly expand a class of optimization problems that can be solved on a base of the classical design of the Lagrange function. We discuss the possibility of its applicability for solving unstable optimization problems.
Keywords: convex programming, sequential optimization, Lagrange principle, stability, duality, regularization, optimal boundary control. 
@article{IVM_2015_1_a1,
     author = {A. A. Gorshkov and M. I. Sumin},
     title = {Stable {Lagrange} principle in sequential form for the problem of convex programming in uniformly convex space and its applications},
     journal = {Izvesti\^a vys\v{s}ih u\v{c}ebnyh zavedenij. Matematika},
     pages = {14--28},
     publisher = {mathdoc},
     number = {1},
     year = {2015},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/IVM_2015_1_a1/}
}
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A. A. Gorshkov; M. I. Sumin. Stable Lagrange principle in sequential form for the problem of convex programming in uniformly convex space and its applications. Izvestiâ vysših učebnyh zavedenij. Matematika, no. 1 (2015), pp. 14-28. http://geodesic.mathdoc.fr/item/IVM_2015_1_a1/