Distributed Synchronous and Asynchronous Algorithms for Semidefinite Programming With Diagonal Constraints

This article develops distributed synchronous and asynchronous algorithms for the large-scale semidefinite programming with diagonal constraints, which has wide applications in combinatorial optimization, image processing, and community detection. The information of the semidefinite programming is a...

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Bibliographic Details
Published in:	IEEE transactions on automatic control Vol. 68; no. 2; pp. 1007 - 1022
Main Authors:	Jiang, Xia, Zeng, Xianlin, Sun, Jian, Chen, Jie
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.02.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Combinatorial analysis Communication Convergence Costs Critical point Distributed algorithms Distributed optimization Image processing Image segmentation low-rank matrices Optimization Programming Saddle points Semidefinite programming semidefinite programming (SDP) with diagonal constraints Sun Symmetric matrices synchronous and asynchronous algorithms
ISSN:	0018-9286, 1558-2523
Online Access:	Get full text
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