Large Spare matrix inversion

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 Comment

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?).

Sign in to comment.

Answers (0)

Categories

Find more on Sparse Matrices in Help Center and File Exchange

Products

Asked:

on 20 Jan 2020

Commented:

on 20 Jan 2020

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!