RELAXED PROXIMAL POINT ALGORITHM FOR MONOTONE INCLUSION PROBLEM BEYOND MONOTONICITY

In this paper, we introduce a relaxed proximal point algorithm for solving the generalized inclusion problem involving a maximally comonotone operator in the framework of real Hilbert spaces.While the classical theory for the proximal point algorithm relies heavily on monotonicity assumptions, we demonstrate how comonotonicity (a weaker yet structurally rich property) provides sufficient conditions for convergence.By exploiting the fundamental connection between comonotonicity and averaged resolvents, we establish weak convergence of our proposed method under standard assumptions.

Publication Details

Journal
Journal of Decision Making and Healthcare
Published
2025-07-26
DOI
https://doi.org/10.69829/jdmh-025-0202-ta02
Primary Topic
Advanced Optimization Algorithms Research
Type
article
Field-Weighted Citation Impact
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article

RELAXED PROXIMAL POINT ALGORITHM FOR MONOTONE INCLUSION PROBLEM BEYOND MONOTONICITY

Journal of Decision Making and Healthcare
Advanced Optimization Algorithms Research
article

RELAXED PROXIMAL POINT ALGORITHM FOR MONOTONE INCLUSION PROBLEM BEYOND MONOTONICITY

article en

Abstract

In this paper, we introduce a relaxed proximal point algorithm for solving the generalized inclusion problem involving a maximally comonotone operator in the framework of real Hilbert spaces.While the classical theory for the proximal point algorithm relies heavily on monotonicity assumptions, we demonstrate how comonotonicity (a weaker yet structurally rich property) provides sufficient conditions for convergence.By exploiting the fundamental connection between comonotonicity and averaged resolvents, we establish weak convergence of our proposed method under standard assumptions.

Journal of Decision Making and Healthcare
Reduced inequalities
Openalex Percentile: Top 73%
Advanced Optimization Algorithms Research
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RELAXED PROXIMAL POINT ALGORITHM FOR MONOTONE INCLUSION PROBLEM BEYOND MONOTONICITY · Journal of Decision Making and Healthcare (2025) | TGRS Research Map | TGRS