ROCEWEA. matrix exponential

Title of paper: High-performance computation of large sparse matrix exponential

Authors: Feng Wu, Kailing Zhang, Li Zhu, Jiayao Hu

In this paper, we discussed the sparsity of the matrix exponential, and found that for the matrix exponential, there exists an approximate sparse matrix exponential under the given error tolerance.
We developed the relationship between the exact and approximate matrix exponential. And, we propose a new algorithm for the calculation of large sparse matrix exponential.

Code

Type: MATLAB code
File: mfp_exp.m
File: mfp_exp2.rar
Contents: This is the MATLAB function of the proposed algorithm for the computation of matrix exponential.
(2021.12.10)'mfp_exp2.rar' is the second version of the MATLAB function of the proposed algorithm for the computation of matrix exponential. In this version, the filtering is programmed in C language. This version is only suitable for the real sparse matrix.

Matrices

Type: Matrix.mat
File: matrices.zip
Contents: These are the 30 sparse matrices used in the subsection 5.3 of our paper.

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Tips: If you find any bug in our files, please contact us: Feng Wu: Email: vonwu@dlut.edu.cn