A new efficient and accurate spline algorithm for the matrix exponential computation

作者:

Highlights:

摘要

In this work an accurate and efficient method based on matrix splines for computing matrix exponential is given. An algorithm and a MATLAB implementation have been developed and compared with the state-of-the-art algorithms for computing the matrix exponential. We also developed a parallel implementation for large scale problems. This implementation allowed us to get a much better performance when working with this kind of problems.

论文关键词:Matrix exponential,Scaling and squaring method,Taylor series,Matrix splines,GPGPU,Parallel Computing

论文评审过程:Received 17 November 2016, Revised 24 October 2017, Available online 2 December 2017, Version of Record 21 February 2018.

论文官网地址:https://doi.org/10.1016/j.cam.2017.11.029