Distributed asynchronous non-smooth optimization with coupled equality and bounded constraints

This paper considers a distributed convex optimization problem with a linearly coupled equality constraint and non-smooth objective function, in which heterogeneous time delays exist over the communication network. Based on the passivity of primal–dual dynamics, a distributed asynchronous algorithm...

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Bibliographic Details
Published in:	Neural computing & applications Vol. 36; no. 6; pp. 2853 - 2866
Main Authors:	Lin, Wen-Ting, Li, Chaojie
Format:	Journal Article
Language:	English
Published:	London Springer London 01.02.2024 Springer Nature B.V
Subjects:	Algorithms Artificial Intelligence Communication Communications networks Computational Biology/Bioinformatics Computational Science and Engineering Computer Science Convergence Convex analysis Convexity Data Mining and Knowledge Discovery Dynamical systems Image Processing and Computer Vision Optimization Original Article Probability and Statistics in Computer Science Scattering Heterogeneous delay Non-smooth analysis Distributed optimization Passivity based method
ISSN:	0941-0643, 1433-3058
Online Access:	Get full text
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