A Method for Transforming Non-Convex Optimization Problem to Distributed Form

We propose a novel distributed method for non-convex optimization problems with coupling equality and inequality constraints. This method transforms the optimization problem into a specific form to allow distributed implementation of modified gradient descent and Newton’s methods so that they operat...

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Bibliographic Details

Published in:	Mathematics
Main Authors:	Oleg O. Khamisov, Oleg V. Khamisov, Todor D. Ganchev, Eugene S. Semenkin
Format:	Article
Language:	English
Published:	MDPI AG 2024-09-01
Subjects:	distributed optimization non-convex optimization gradient descent Newton’s method
Online Access:	https://www.mdpi.com/2227-7390/12/17/2796