Weakly upper Lipschitz multifunctions and applications in parametric optimization

Abstract.The main purpose of this paper is to report on our studies of the weak upper Lipschitz and weak φ-upper Lipschitz continuities of multifunctions. Comparisons with other related Lipschitz-type continuities and calmness are given. When the concept of the weak upper Lipschitz continuities is applied to the special cases of constraint multifunctions, such as ones defined by a systems of equalities and inequalities or by a generalized equation we obtain the equivalent conditions with linear functional error bounds. Some results on the perturbation and penalty issues in parametric optimization problems are obtained under weak upper Lipschitz continuity assumptions on the constraint multifunctions. We also discuss the weak φ-upper Lipschitz continuity of a inverse subdifferential.

[1]  René Henrion,et al.  Subdifferential Conditions for Calmness of Convex Constraints , 2002, SIAM J. Optim..

[2]  O. Cornejo,et al.  Conditioning and Upper-Lipschitz Inverse Subdifferentials in Nonsmooth Optimization Problems , 1997 .

[3]  J. Penot Metric regularity, openness and Lipschitzian behavior of multifunctions , 1989 .

[4]  René Henrion,et al.  On the Calmness of a Class of Multifunctions , 2002, SIAM J. Optim..

[5]  J. Burke An exact penalization viewpoint of constrained optimization , 1991 .

[6]  R. Rockafellar Conjugate Duality and Optimization , 1987 .

[7]  A. Shapiro Perturbation analysis of optimization problems in banach spaces , 1992 .

[8]  S. M. Robinson Generalized equations and their solutions, Part I: Basic theory , 1979 .

[9]  B. Mordukhovich Complete characterization of openness, metric regularity, and Lipschitzian properties of multifunctions , 1993 .

[10]  Boris S. Mordukhovich,et al.  On Second-Order Subdifferentials and Their Applications , 2001, SIAM J. Optim..

[11]  J. J. Ye Constraint Qualifications and Necessary Optimality Conditions for Optimization Problems with Variational Inequality Constraints , 2000, SIAM J. Optim..

[12]  R. Rockafellar,et al.  Lipschitzian properties of multifunctions , 1985 .

[13]  F. Clarke Optimization And Nonsmooth Analysis , 1983 .

[14]  S. M. Robinson Some continuity properties of polyhedral multifunctions , 1981 .

[15]  R. Cominetti Metric regularity, tangent sets, and second-order optimality conditions , 1990 .

[16]  J. Borwein,et al.  Verifiable necessary and sufficient conditions for openness and regularity of set-valued and single-valued maps , 1988 .

[17]  Diethard Klatte,et al.  Constrained Minima and Lipschitzian Penalties in Metric Spaces , 2002, SIAM J. Optim..

[18]  I. Ekeland On the variational principle , 1974 .

[19]  A. Shapiro Sensitivity analysis of nonlinear programs and differentiability properties of metric projections , 1988 .

[20]  James V. Burke,et al.  Calmness and exact penalization , 1991 .