
TL;DR
This paper uses convex analysis to characterize maximal n-monotonicity, extending the well-known theory of monotonicity with new mathematical insights and illustrative examples.
Contribution
It provides novel characterizations of maximal n-monotonicity using convex analysis, broadening the theoretical understanding of this mathematical concept.
Findings
New convex analysis-based characterizations of maximal n-monotonicity
Illustrative examples demonstrating the characterizations
Extension of classical monotonicity theory to n-monotonicity
Abstract
This article employs techniques from convex analysis to present characterizations of (maximal) monotonicity, similar to the well-established characterizations of (maximal) monotonicity found in the existing literature. These characterizations are further illustrated through examples.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMathematical Inequalities and Applications · Advanced Optimization Algorithms Research
