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Hamid Esmaili

Academic rank: Professor
ORCID:
Education: PhD.
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Faculty: Faculty of Science
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Research

Title
An efficient quadratically convergent iterative method to find the
Type
JournalPaper
Keywords
Moore–Penrose inverse; iterative method; Schulz-type method; second-orderconvergence; matrix multiplication
Year
2017
Journal INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS
DOI
Researchers Hamid Esmaili ، Amir Pirnia

Abstract

In this paper, we propose a new Schulz-type method to find the pseudoinverse (also known as the Moore–Penrose inverse) of a singular or rectangular real (or complex) matrix. It is proved that the method converges quadratically. A wide set of numerical comparisons of our method with nine higher order methods shows that the average number of matrix–matrix multiplications and the average CPU time of proposed method are considerably less than those of other methods. So, our new method can be considered as a fast method. For each of sizes n × n and n × (n + 10), n=100,200,300,400, ten random matrices were chosen to make these comparisons. So, overall 800 problems were solved.