Distributed solving Sylvester equations with fractional order dynamics

被引:17
作者
Cheng, Songsong [1 ]
Liang, Shu [2 ]
Fan, Yuan [1 ]
机构
[1] Anhui Univ, Sch Elect Engn & Automat, Key Lab Intelligent Comp & Signal Proc, Minist Educ, Hefei 230601, Anhui, Peoples R China
[2] Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Minist Educ, Key Lab Knowledge Automat Ind Proc, Beijing 100083, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Fractional order calculus; Distributed optimization; Sylvester equation; Frequency distributed model; Convergence; OPTIMIZATION; STATE;
D O I
10.1007/s11768-021-00044-0
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper addresses distributed computation Sylvester equations of the form AX+XB=C with fractional order dynamics. By partitioning parameter matrices A, B and C, we transfer the problem of distributed solving Sylvester equations as two distributed optimization models and design two fractional order continuous-time algorithms, which have more design freedom and have potential to obtain better convergence performance than that of existing first order algorithms. Then, rewriting distributed algorithms as corresponding frequency distributed models, we design Lyapunov functions and prove that proposed algorithms asymptotically converge to an exact or least squares solution. Finally, we validate the effectiveness of proposed algorithms by providing a numerical example
引用
收藏
页码:249 / 259
页数:11
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