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Regularization for unconstrained vector optimization of convex functionals in Banach spaces
Authors:Nguyen Buong
Institution:(1) Vietnamese Academy of Science and Technology, Institute of Information Technology, 18 Hoang Quoc Viet, q. Cau Giay, Ha Noi, Vietnam, 10000
Abstract:An operator regularization method is considered for ill-posed vector optimization of weakly lower semicontinuous essentially convex functionals on reflexive Banach spaces. The regularization parameter is chosen by a modified generalized discrepancy principle. A condition for the estimation of the convergence rate of regularized solutions is derived. This article was submitted by the author in English.
Keywords:vector optimization of functionals  convex functionals on Banach spaces  regularization method  ill-posed problems
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