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Fej\'er* monotonicity in optimization algorithms https://arxiv.org/abs/2410.08331 #mathOC

Fejér* monotonicity in optimization algorithms

Fejér monotonicity is a well-established property commonly observed in sequences generated by optimization algorithms. In this paper, we introduce an extension of this property, called Fejér* monotonicity, which was initially proposed in [SIAM J. Optim., 34(3), 2535-2556 (2024)]. We discuss and build upon the concept by exploring its behavior within Hilbert spaces, presenting an illustrative example and insightful results regarding weak and strong convergence. We also compare Fejér* monotonicity with other weak notions of Fejér-like monotonicity, to better establish the role of Fejér* monotonicity in optimization algorithms.

arXiv.org
October 15, 2024 at 3:10 AM · · feed2toot · 0 · 0 · 0
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