On Subgradient Projectors

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On Subgradient Projectors

The subgradient projector is of considerable importance in convex optimization because it plays the key role in Polyak’s seminal work — and the many papers it spawned — on subgradient projection algorithms for solving convex feasibility problems. In this paper, we offer a systematic study of the subgradient projector. Fundamental properties such as continuity, nonexpansiveness, and monotonicity...

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ژورنال

عنوان ژورنال: SIAM Journal on Optimization

سال: 2015

ISSN: 1052-6234,1095-7189

DOI: 10.1137/14096267x