Accelerating MATLAB Performance: 1001 tips to speed up by Yair M. Altman

By Yair M. Altman

The MATLAB® programming atmosphere is usually perceived as a platform compatible for prototyping and modeling yet now not for "serious" functions. one of many major lawsuits is that MATLAB is simply too sluggish.

Accelerating MATLAB Performance goals to right this belief through describing a number of how you can drastically increase MATLAB application velocity. jam-packed with millions of precious information, it leaves no stone unturned, discussing each element of MATLAB.

Ideal for newcomers and pros alike, the ebook describes MATLAB functionality in a scale and intensity by no means ahead of released. It takes a accomplished method of MATLAB functionality, illustrating a number of how one can reach the specified speedup.

The e-book covers MATLAB, CPU, and reminiscence profiling and discusses numerous tradeoffs in functionality tuning. It describes either the appliance of ordinary recommendations in MATLAB, in addition to tools which are particular to MATLAB similar to utilizing diversified information forms or integrated capabilities.

The booklet covers MATLAB vectorization, parallelization (implicit and explicit), optimization, reminiscence administration, chunking, and caching. It explains MATLAB’s reminiscence version and information the way it might be leveraged. It describes using GPU, MEX, FPGA, and different kinds of compiled code, in addition to recommendations for dashing up deployed functions. It info particular counsel for MATLAB GUI, snap shots, and I/O. It additionally stories a large choice of utilities, libraries, and toolboxes which could support to enhance performance.

Sufficient info is equipped to permit readers to right away practice the feedback to their very own MATLAB courses. vast references also are incorporated to permit those that desire to extend the remedy of a specific subject to take action easily.

Supported by way of an energetic site, and various code examples, the ebook might help readers quickly reach major rate reductions in improvement bills and application run times.

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