Distributed optimization based on improved push-sum framework for optimization problem with multiple local constraints and its application in smart grid

In this paper, the optimization problem subject to N nonidentical closed convex set constraints is studied. The aim is to design a corresponding distributed optimization algorithm over the fixed unbalanced graph to solve the considered problem. To this end, with the push-sum framework improved, the...

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Bibliographic Details
Published in:	Frontiers of information technology & electronic engineering Vol. 24; no. 9; pp. 1253 - 1260
Main Authors:	Xu, Qian, Yu, Chutian, Yuan, Xiang, Wei, Mengli, Liu, Hongzhe
Format:	Journal Article
Language:	English
Published:	Hangzhou Zhejiang University Press 01.09.2023 Springer Nature B.V
Subjects:	Algorithms Communications Engineering Computer Hardware Computer Science Computer Systems Organization and Communication Networks Convexity Design Design optimization Eigenvalues Electrical Engineering Electronics and Microelectronics Graphs Instrumentation Networks Optimization algorithms Smart grid O224 Distributed optimization 分布式优化 Nonidentical constraints Improved push-sum framework 非一致约束改进push-sum框架
ISSN:	2095-9184, 2095-9230
Online Access:	Get full text
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