Convergence of descent methods for semi-algebraic and tame problems: proximal algorithms, forward–backward splitting, and regularized Gauss–Seidel methods

标题

Convergence of descent methods for semi-algebraic and tame problems: proximal algorithms, forward–backward splitting, and regularized Gauss–Seidel methods

作者

关键词

Nonconvex nonsmooth optimization, Semi-algebraic optimization, Tame optimization, Kurdyka–Łojasiewicz inequality, Descent methods, Relative error, Sufficient decrease, Forward–backward splitting, Alternating minimization, Proximal algorithms, Iterative thresholding, Block-coordinate methods, o-minimal structures, 34G25, 47J25, 47J30, 47J35, 49M15, 49M37, 65K15, 90C25, 90C53

出版物

MATHEMATICAL PROGRAMMING

Volume 137, Issue 1-2, Pages 91-129

出版商

Springer Nature

发表日期

2011-08-19

DOI

10.1007/s10107-011-0484-9

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