Boris S. Mordukhovich
Wayne State University
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Featured researches published by Boris S. Mordukhovich.
Transactions of the American Mathematical Society | 1996
Boris S. Mordukhovich; Yongheng Shao
We develop a generalized differentiation theory for nonsmooth functions and sets with nonsmooth boundaries defined in Asplund spaces. This broad subclass of Banach spaces provides a convenient framework for many important applications to optimization, sensitivity, variational inequalities, etc. Our basic normal and subdifferential constructions are related to sequential weak-star limits of Frechet normals and subdifferentials. Using a variational approach, we establish a rich calculus for these nonconvex limiting objects which turn out to be minimal among other set-valued di erential constructions with natural properties. The results obtained provide new developments in infinite dimensional nonsmooth analysis and have useful applications to optimization and the geometry of Banach spaces.
Transactions of the American Mathematical Society | 1993
Boris S. Mordukhovich
We consider some basic properties of nonsmooth and set-valued mappings (multifunctions) connected with open and inverse mapping principles, distance estimates to the level sets (metric regularity), and a locally Lipschitzian behavior. These properties have many important applications to various problems in nonlinear analysis, optimization, control theory, etc., especially for studying sensitivity and stability questions with respect to perturbations of initial data and parameters. We establish interrelations between these properties and prove effective criteria for their fulfillment stated in terms of robust generalized derivatives for multifunctions and nonsmooth mappings
Mathematical Programming | 2009
Truong Q. Bao; Boris S. Mordukhovich
In this paper we introduce and study enhanced notions of relative Pareto minimizers for constrained multiobjective problems that are defined via several kinds of relative interiors of ordering cones and occupy intermediate positions between the classical notions of Pareto and weak Pareto efficiency/minimality. Using advanced tools of variational analysis and generalized differentiation, we establish the existence of relative Pareto minimizers for general multiobjective problems under a refined version of the subdifferential Palais-Smale condition for set-valued mappings with values in partially ordered spaces and then derive necessary optimality conditions for these minimizers (as well as for conventional efficient and weak efficient counterparts) that are new in both finite-dimensional and infinite-dimensional settings. Our proofs are based on variational and extremal principles of variational analysis; in particular, on new versions of the Ekeland variational principle and the subdifferential variational principle for set-valued and single-valued mappings in infinite-dimensional spaces.
Siam Journal on Control and Optimization | 1995
Boris S. Mordukhovich
This paper deals with the Bolza problem
Transactions of the American Mathematical Society | 1994
Boris S. Mordukhovich
(P)
Mathematical Programming | 2008
Boris S. Mordukhovich; Nguyen Mau Nam; Nguyen Dong Yen
for differential inclusions subject to general endpoint constraints. We pursue a twofold goal. First, we develop a finite difference method for studying
Siam Journal on Optimization | 2007
Boris S. Mordukhovich; Jir caron; i´ V. Outrata
(P)
Siam Journal on Optimization | 2001
Boris S. Mordukhovich; Jirí V. Outrata
and construct a discrete approximation to
Siam Journal on Control and Optimization | 1997
Boris S. Mordukhovich; Yongheng Shao
(P)
Mathematical Programming | 2010
N. Dinh; Boris S. Mordukhovich; T. T. A. Nghia
that ensures a strong convergence of optimal solutions. Second, we use this direct method to obtain necessary optimality conditions in a refined Euler--Lagrange form without standard convexity assumptions. In general, we prove necessary conditions for the so-called intermediate relaxed local minimum that takes an intermediate place between the classical concepts of strong and weak minima. In the case of a Mayer cost functional or boundary solutions to differential inclusions, this Euler--Lagrange form holds without any relaxation. The results obtained are expressed in terms of nonconvex-valued generalized differentiation constructions for nonsmooth mappings and sets.