Kaczmarz-Type Methods for Solving Matrix Equations

Autor: Li, Weiguo, Bao, Wendi, Xing, Lili, Guo, Zhiwei
Rok vydání: 2023
Předmět:
Druh dokumentu: Working Paper
Popis: In this paper, several Kaczmarz-type numerical methods for solving the matrix equation $AX=B$ and $XA=C$ are proposed, where the coefficient matrix $A$ may be full rank or rank deficient. These methods are iterative methods without matrix multiplication. Theoretically, the convergence of these methods is proved. The numerical results show that these methods are more efficient than iterative methods involving matrix multiplication for high-dimensional matrices.
Comment: arXiv admin note: text overlap with arXiv:2305.16684
Databáze: arXiv