Articles with "convex bilevel" as a keyword



A novel double inertial viscosity algorithm for convex bilevel optimization problems applied to image restoration problems

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Published in 2024 at "Optimization"

DOI: 10.1080/02331934.2024.2398776

Abstract: Convex bilevel optimization holds a crucial role in the decision-making process in a hierarchical setting, while image restoration plays a critical role in signal processing and computer vision. In this paper, a new double inertial… read more here.

Keywords: convex bilevel; bilevel optimization; optimization; image restoration ... See more keywords

Modified Double Inertial Extragradient-like Approaches for Convex Bilevel Optimization Problems with VIP and CFPP Constraints

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Published in 2024 at "Symmetry"

DOI: 10.3390/sym16101324

Abstract: Convex bilevel optimization problems (CBOPs) exhibit a vital impact on the decision-making process under the hierarchical setting when image restoration plays a key role in signal processing and computer vision. In this paper, a modified… read more here.

Keywords: bilevel optimization; optimization problems; convex bilevel; inertial extragradient ... See more keywords