Momentum-Based Multiagent Approaches to Distributed Nonconvex Optimization

In this article, a paradigm of momentum-based systems is introduced for nonconvex optimization. Based on the paradigm, a momentum-based system and a momentum-based multiagent system are developed for nonconvex constrained optimization and distributed nonconvex optimization, respectively, and the con...

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Bibliographic Details
Published in:	IEEE transactions on automatic control Vol. 70; no. 5; pp. 3331 - 3338
Main Authors:	Xia, Zicong, Liu, Yang, Kou, Kit Ian, Lu, Jianquan, Gui, Weihua
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.05.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Convergence Convex functions Distributed nonconvex optimization Heuristic methods Linear programming Momentum momentum-based optimization Multiagent systems multiagent systems (MASs) Neurodynamics Optimization Particle swarm optimization Power system stability Recurrent neural networks Scalability Security Swarm intelligence
ISSN:	0018-9286, 1558-2523
Online Access:	Get full text
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