An Enhanced Distributed Optimization Subject to Multiple Constraints: A Case Study on Entire Ethylene Separation Process

This article studies an enhanced distributed optimization algorithm in an undirected topology based on local communication and computation to optimize the sum of local objective functions under multiple constraints. In particular, the adapt-then-combine distributed inexact gradient tracking algorith...

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Veröffentlicht in:	IEEE transactions on control of network systems Jg. 12; H. 2; S. 1227 - 1237
Hauptverfasser:	Liu, Bing, Du, Wenli, Li, Zhongmei
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 01.06.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Adapt-then-combine (ATC) scheme Algorithms Approximation algorithms Constraints Control systems Convergence Distributed algorithms enhanced distributed optimization Ethylene gradient tracking Linear programming multiple constraints Network systems Optimization parameter projection strategy Production Separation Separation processes Topology Tracking Vectors
ISSN:	2325-5870, 2372-2533
Online-Zugang:	Volltext
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