Difference Between Cyclic and Distributed Approach in Stochastic Optimization for Multi-agent System

Autor:	Shi, Jiahao, Spall, James C.
Rok vydání:	2024
Předmět:	Mathematics - Optimization and Control Electrical Engineering and Systems Science - Systems and Control
Druh dokumentu:	Working Paper
Popis:	Many stochastic optimization problems in multi-agent systems can be decomposed into smaller subproblems or reduced decision subspaces. The cyclic and distributed approaches are two widely used strategies for solving such problems. In this manuscript, we review four existing methods for addressing these problems and compare them based on their suitable problem frameworks and update rules.
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2409.05155 Zobrazit plný text záznamu View this record from Arxiv