Constrained convex optimization problems-well-posedness and stability *

We study convex minimization problems in a Banach space with inequality constraints. Different notions of well-posedness (i.e. uniqueness of the solution and its stability) of such kind of problems are introduced and investigated, including relations between them. The notions and results are generalized for the case when the requirement for uniqueness of the solution is dropped.

[1]  Roberto Lucchetti,et al.  The topology of theρ-hausdorff distance , 1991 .

[2]  Gerald Beer,et al.  Convergence of continuous linear functionals and their level sets , 1989 .

[3]  J. Revalski,et al.  Well-posed constrained optimization problems in metric spaces , 1993 .

[4]  Jean-Paul Penot,et al.  Operations on convergent families of sets and functions , 1990 .

[5]  Jean-Paul Penot,et al.  Metrically well-set minimization problems , 1992 .

[6]  Massimo Furi,et al.  About well-posed optimization problems for functionals in metric spaces , 1970 .

[7]  A. N. Tikhonov,et al.  On the stability of the functional optimization problem , 1966 .

[8]  Roberto Lucchetti,et al.  Convex optimization and the epi-distance topology , 1991 .

[9]  R. Wets,et al.  Quantitative stability of variational systems. I. The epigraphical distance , 1991 .

[10]  U. Mosco Convergence of convex sets and of solutions of variational inequalities , 1969 .

[11]  R. Holmes Geometric Functional Analysis and Its Applications , 1975 .

[12]  Roberto Lucchetti,et al.  The EPI-Distance Topology: Continuity and Stability Results with Applications to Convex Optimization Problems , 1992, Math. Oper. Res..

[13]  Roberto Lucchetti,et al.  Weak topologies for the closed subsets of a metrizable space , 1993 .

[14]  T. Zolezzi,et al.  Well-Posed Optimization Problems , 1993 .

[15]  Roberto Lucchetti,et al.  Hadamard and Tyhonov well-posedness of a certain class of convex functions☆ , 1982 .