A Tutorial on the Structure of Distributed Optimization Algorithms

Autor:	Van Scoy, Bryan, Lessard, Laurent
Rok vydání:	2023
Předmět:	Mathematics - Optimization and Control Electrical Engineering and Systems Science - Systems and Control
Druh dokumentu:	Working Paper
Popis:	We consider the distributed optimization problem for a multi-agent system. Here, multiple agents cooperatively optimize an objective by sharing information through a communication network and performing computations. In this tutorial, we provide an overview of the problem, describe the structure of its algorithms, and use simulations to illustrate some algorithmic properties based on this structure. Comment: 6 pages, 14 figures, to appear at IEEE Conference on Decision and Control 2023
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2309.11393 Zobrazit plný text záznamu View this record from Arxiv