Back to Search Start Over

General Ten-Instant DTDMSR Model for Dynamic Matrix Square Root Finding.

Authors :
Chen, Jianrong
Guo, Jinjin
Zhang, Yunong
Source :
Cybernetics & Systems. 2021, Vol. 52 Issue 1, p127-143. 17p.
Publication Year :
2021

Abstract

Because of its extensive appearance and application in scientific research and industrial production, the matrix square root problem has received massive attention and study. In this paper, based on our previous work, by using zeroing neural dynamics (ZND) method, a continuous-time dynamic matrix square root (CTDMSR) model is given at first. Besides, a general ten-instant Zhang et al. discretization (ZeaD) formula is derived, constructed and investigated, and the corresponding theoretical analysis is provided. Next, by applying this general formula to discretize the CTDMSR model, a general ten-instant discrete-time dynamic matrix square root (DTDMSR) model with sixth-order precision is further obtained. For comparison purposes, four DTDMSR models, with the second-, third-, fourth-, and fifth-order precision, are also acquired and presented, respectively, by using other ZeaD formulas. At last, the effectiveness and correctness of the proposed DTDMSR models for dynamic matrix square root finding are further substantiated by numerical experimental results. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01969722
Volume :
52
Issue :
1
Database :
Academic Search Index
Journal :
Cybernetics & Systems
Publication Type :
Academic Journal
Accession number :
148382325
Full Text :
https://doi.org/10.1080/01969722.2020.1827794