Viscosity solutions of minimization problems

被引:107
作者
Attouch, H
机构
[1] Laboratoire d'Analyse Convexe, Dept. de Mathématiques, Université Montpellier II
关键词
minimization problems; viscosity methods; Tikhonov regularization; elliptic regularization; ill-posed and well-posed problems; singular perturbations; variational convergences; epi-convergence; Gamma-convergence; Moreau-Yosida approximation; convex duality; mathematical programming; hierarchical minimization; calculus of variations; phase transitions; semicoercive elliptic equations; optimal control theory; Hamilton-Jacobi equations;
D O I
10.1137/S1052623493259616
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Viscosity methods for minimization problems are revisited-from some modern perspectives in variational analysis. Variational convergences for sequences of functions (epi-convergence, Gamma-convergence, Mosco-convergence) and for sequences of operators (graph-convergence) provide a flexible tool for such questions. It is proved, in a rather large setting, that the solutions of the approximate problems converge to a ''viscosity solution'' of the original problem, that is, a solution that is minimal among all the solutions with respect to some viscosity criteria. Various examples coming from mathematical programming, calculus of variations, semicoercive elliptic equations, phase transition theory, Hamilton-Jacobi equations, singular perturbations, and optimal control theory are considered.
引用
收藏
页码:769 / 806
页数:38
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