Distributed Continuous Time Optimization Algorithms over Unbalanced Graphs

This paper investigates two distributed optimization schemes with or without feasible set constraints over unbalanced graphs, respectively. To overcome the inaccuracy convergence problem of unbalanced graphs, we propose two continuous time algorithms with an inexact gradient tracking dynamic. The fi...

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Bibliographic Details

Published in:	Chinese Control and Decision Conference pp. 3491 - 3495
Main Authors:	Cheng, Songsong, Fan, Yuan
Format:	Conference Proceeding
Language:	English
Published:	IEEE 22.05.2021
Subjects:	Continuous time algorithms Convergence Distributed optimization Feasible set constraint Heuristic algorithms Optimization Unbalanced graphs
ISSN:	1948-9447
Online Access:	Get full text
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