Note on Steepest Descent Algorithm for Quasi L$^{\natural}$-convex Function Minimization
Optimization and Control
2023-07-24 v1 Combinatorics
Abstract
We define a class of discrete quasi convex functions, called semi-strictly quasi L-convex functions, and show that the steepest descent algorithm for L-convex function minimization also works for this class of quasi convex functions. The analysis of the exact number of iterations is also extended, revealing the so-called geodesic property of the steepest descent algorithm when applied to semi-strictly quasi L-convex functions.
Keywords
Cite
@article{arxiv.2307.11491,
title = {Note on Steepest Descent Algorithm for Quasi L$^{\natural}$-convex Function Minimization},
author = {Kazuo Murota and Akiyoshi Shioura},
journal= {arXiv preprint arXiv:2307.11491},
year = {2023}
}
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14 pages