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Jul, 2022
一类非凸非凹极小极大问题的固定时间收敛
Fixed-Time Convergence for a Class of Nonconvex-Nonconcave Min-Max Problems
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Kunal Garg, Mayank Baranwal
TL;DR
本文提出了一种基于固定时间的收敛鞍点动力系统,用于在标准凸凹性假设的放松下解决极小极大问题。
Abstract
This study develops a fixed-time convergent
saddle point dynamical system
for solving
min-max problems
under a relaxation of standard convexity-concavity assumption. In particular, it is shown that by leveraging
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