Large Spare matrix inversion
7 vues (au cours des 30 derniers jours)
Afficher commentaires plus anciens
Hello I m doing a project in FEM, I want to increase the speed of my matlab code. I changed full matrix to sparse which reduced the memory but inverse of such big matrix (65000x65000) is taking time. I have tried gmres, iscstab, inv, backslash? This wasnt effective. Please suggest a method or function or toolbox which will increase the speed of matrix inversion?
1 commentaire
Christine Tobler
le 20 Jan 2020
Do you mean matrix inversion, or solving a linear system? The inverse of a sparse matrix is typically nearly dense, so the inverse of your 65000x65000 matrix would not fit in memory.
If you are solving a linear system A*x = b, backslash is a good start. The iterative solvers can be more effective, although it's likely that you will need to find a good preconditioner for your system matrix (maybe a simplified version of your FEM problem could work?).
Réponses (0)
Voir également
Catégories
En savoir plus sur Sparse Matrices dans Help Center et File Exchange
Produits
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!