Nonmonotone proximal gradient methods with average or max line search converge, with rates, under local gradient Lipschitz continuity and the Kurdyka-Lojasiewicz property, without boundedness of iterates.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.OC 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Convergence analysis of nonmonotone proximal gradient methods under local Lipschitz continuity and Kurdyka--{\L}ojasiewicz property
Nonmonotone proximal gradient methods with average or max line search converge, with rates, under local gradient Lipschitz continuity and the Kurdyka-Lojasiewicz property, without boundedness of iterates.