The MATLAB Blog

Practical Advice for People on the Leading Edge

Posts 1 - 10 of 22

Results for: performance

20 years of supercomputing with MATLAB 7

While prepping for the SC24 supercomputing conference with the rest of the MathWorks crew I idly wondered when Parallel Computing Toolbox was first released. Jos Martin, one of the original authors... read more >>

Linear Programming, the HiGHS Optimization library and MATLAB 3

What is linear programming?Linear programming (LP) is a mathematical method used to determine the best possible outcome (such as maximum profit or lowest cost) in a mathematical model whose... read more >>

MATLAB now has over 1,000 functions that Just Work on NVIDIA GPUs 9

GPU support in MATLAB started in R2010bBack in R2010b, the first GPU enabled functions were made available in MATLAB via Parallel Computing Toolbox. The idea was then, as it is now, to overload... read more >>

Teaching MATLAB at the 2024 EUMaster4HPC High Performance Computing Summer School 3

I think that MATLAB is a great platform on which to do High Performance Computing (HPC) and take any opportunity I can to teach or demonstrate this. Such an opportunity came up recently when I was... read more >>

Paged Matrix Functions in MATLAB (2024 edition) 9

Back in 2021, Loren Shure posted an article that introduced the first page-wise matrix functions in MATLAB: A page-wise matrix multiply pagemtimes, along with page-wise transpose pagetranspose, and... read more >>

Should we ban tic/toc? 28

Yesterday morning, I overheard my kids talking about a tic/toc ban which surprised me because they are not MATLAB users and not particularly well connected at MathWorks. How would they know about... read more >>

Faster Ordinary Differential Equations (ODEs) solvers and Sensitivity Analysis of Parameters: Introducing SUNDIALS support in MATLAB 19

Sensitivity analysis of CARRGO model

Late last year I introduced the new solution framework for solving Ordinary Differential Equations (ODEs) that made its debut in MATLAB R2023b. I demonstrated how it allowed users to do all kinds of... read more >>

How we made a better backslash in MATLAB R2024a 4

Few things say 'MATLAB' better than the backslash. So good, we put it on a T-shirt.As most people will be aware, the backslash operator solves a system of linear equations. That is, it finds the x... read more >>

Pi day: Using AI, GPUs and Quantum computing to compute pi

14th March is Pi Day, celebrated by geeks everywhere and a great excuse for technical computing bloggers to publish something tenuously related to pi and their favorite technology of choice. This is... read more >>

Life in the fast lane: Making MATLAB even faster on Apple Silicon with Apple Accelerate 12

Up to 3.7x faster Matrix-Matrix multiplication, 2x faster LU factorisation, 1.7x faster Cholesky decomposition and the potential for many more speed-ups across different areas of linear algebra in... read more >>

Posts 1 - 10 of 22