Some Explicit Formulas for Matrix Exponential, Matrix Logarithm, the $n$th Power of Matrices and their Drazin Inverses
Mohammed Mou\c{c}ouf, Said Zriaa

TL;DR
This paper introduces new explicit formulas for matrix exponential, logarithm, powers, and Drazin inverses, providing a direct, elementary approach that generalizes and recovers existing results, with practical examples.
Contribution
It offers novel, manageable closed-form formulas for matrix functions and inverses, including generalizations of classical decompositions and spectral projections.
Findings
New formulas for matrix exponential and logarithm
Explicit expressions for matrix powers and Drazin inverses
Illustrative examples demonstrating the formulas' applications
Abstract
In this work, new closed-form formulas for the matrix exponential are provided. Our method is direct and elementary, it gives tractable and manageable formulas not current in the extensive literature on this essential subject. Moreover, others are recuperated and generalized. As a consequence, we easily obtain the Chevalley{Jordan decomposition and the spectral projections of any matrix. In addition, closed-form expressions for the arbitrary positive powers of matrices and their Drazin inverses are presented. Using these results, an elegant explicit formula for logarithm of matrices is obtained. Several particular cases and examples are formulated to illustrate the methods presented in this paper.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMatrix Theory and Algorithms · Advanced Optimization Algorithms Research · Mathematics and Applications
