Distributed Convex Optimization Over Nonlinear Networks Under Set Constraints

This article is devoted to the distributed convex optimization problem for a class of nonlinear multiagent systems under set constraints. The optimization objective function is composed of the cost function of each agent, where the individual cost function is only accessible by itself. Due to the co...

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Bibliographic Details
Published in:	IEEE transactions on automatic control Vol. 70; no. 7; pp. 4735 - 4742
Main Authors:	Zhang, Jing, Liu, Shuai, Xie, Lihua
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.07.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Auxiliary system Constraints Convergence Convex analysis Convex functions Convexity Cost function Directed graphs distributed convex optimization Dynamical systems Global optimization Multi-agent systems Multiagent systems Nonlinear dynamics nonlinear multiagent systems Nonlinear systems Optimization projection gradient algorithm Protocols Topology Vectors
ISSN:	0018-9286, 1558-2523
Online Access:	Get full text
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