Distributed Algorithm for Nonsmooth Resource Allocation Problems With Nonlinear Constraints and Its Application to Smart Grids

In this article, we study nondifferentiable resource allocation problems (RAPs). In our problem, the decisions of agents are subject to coupling inequality constraints, local inequality constraints, and local convex set constraints. In contrast to existing RAPs, the cost functions are nonsmooth and...

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Veröffentlicht in:	IEEE systems journal Jg. 17; H. 2; S. 1 - 10
Hauptverfasser:	Deng, Zhenhua, Chen, Tao, Zhao, Yan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.06.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Computational geometry Convergence Convexity Cost function Costs Distributed algorithms Graph theory Inclusions multiagent systems nonlinear constraints nonsmooth analysis Optimization Power dispatch Resource allocation Resource management Smart grid Smart grids
ISSN:	1932-8184, 1937-9234
Online-Zugang:	Volltext
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