Convergence Analysis of a Continuous-Time Distributed Gradient Descent Algorithm

There are various methods designed for solving the distributed optimization problem with only local computation and communication. This letter discusses a continuous-time and distributed version of the gradient descent method for solving the distributed optimization problem. We prove that the conver...

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Vydané v:	IEEE control systems letters Ročník 5; číslo 4; s. 1339 - 1344
Hlavní autori:	Zhang, Mengyao, Liu, Xinzhi, Liu, Jun
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	IEEE 01.10.2021
Predmet:	Acceleration continuous-time optimization algorithms Convergence convergence analysis distributed gradient descent Distributed optimization Gradient methods Linear programming Multi-agent systems Optimization
ISSN:	2475-1456, 2475-1456
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