Prox-regular functions in variational analysis

被引:237
作者
Poliquin, RA [1 ]
Rockafellar, RT [1 ]
机构
[1] UNIV WASHINGTON, DEPT MATH, SEATTLE, WA 98195 USA
关键词
prox-regularity; amenable functions; primal-lower-nice functions; proximal mappings; Moreau envelopes; regularization; subgradient mappings; nonsmooth analysis; variational analysis; proto-derivatives; second-order epi-derivatives; Attouch's theorem;
D O I
10.1090/S0002-9947-96-01544-9
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The class of prox-regular functions covers all l.s.c., proper, convex functions, lower-C-2 functions and strongly amenable functions, hence a large core of functions of interest in variational analysis and optimization. The subgradient mappings associated with prox-regular functions have unusually rich properties, which are brought to light here through the study of the associated Moreau envelope functions and proximal mappings. Connections are made between second-order epi-derivatives of the functions and proto-derivatives of their subdifferentials. Conditions are identified under which the Moreau envelope functions are convex or strongly convex, even if the given functions are not.
引用
收藏
页码:1805 / 1838
页数:34
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