Distributed Optimization Over Directed Graphs with Continuous-Time Algorithm

被引：0

作者：

Jia, Wenwen ^{[1
]}

Qin, Sitian ^{[1
]}

机构：

[1] Harbin Inst Technol, Dept Math, Weihai 264209, Peoples R China

来源：

PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC) | 2019年

基金：

中国国家自然科学基金;

关键词：

continuous-time algorithms; distributed optimization; CONVEX-OPTIMIZATION; CONSTRAINED OPTIMIZATION; CONSENSUS;

D O I：

10.23919/chicc.2019.8865497

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

For the distributed optimization, a continuous-time algorithm in the form of a differential inclusion is established. In the considered communication topology, the first-order neighbors and the second-order neighbors of each agent can exchange information. Moreover, the optimal solution can be obtained by analysis the algorithm and different from the previous algorithms, the proposed algorithm can solve the distributed optimization in directed case. Finally, a numerical example is given.

引用

页码：1911 / 1916

页数：6

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