An Adaptive Continuous-Time Algorithm for Nonsmooth Convex Resource Allocation Optimization

This article develops a novel continuous-time algorithm based on the idea of adaptive strategy for solving a resource allocation optimization with nonsmooth objective functions and constraints over multiagent network. It is proved that the state solution is globally bounded and finally converges to...

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Bibliographic Details

Published in:	IEEE transactions on automatic control Vol. 67; no. 11; pp. 6038 - 6044
Main Authors:	Jia, Wenwen, Liu, Na, Qin, Sitian
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.11.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Adaptive algorithms Aerospace electronics Complexity theory Continuous-time algorithm Convexity Laplace equations Linear programming multiagent network Multiagent systems Optimization Resource allocation resource allocation optimization Resource management Technological innovation
ISSN:	0018-9286, 1558-2523
Online Access:	Get full text
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