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

By Yair M. Altman

The MATLAB® programming surroundings is frequently perceived as a platform compatible for prototyping and modeling yet no longer for "serious" functions. one of many major proceedings is that MATLAB is simply too sluggish.

Accelerating MATLAB Performance goals to right this notion through describing a number of how you can significantly increase MATLAB software velocity. full of hundreds of thousands of invaluable assistance, it leaves no stone unturned, discussing each point of MATLAB.

Ideal for rookies and pros alike, the booklet describes MATLAB functionality in a scale and intensity by no means earlier than released. It takes a entire method of MATLAB functionality, illustrating quite a few how you can reach the specified speedup.

The e-book covers MATLAB, CPU, and reminiscence profiling and discusses quite a few tradeoffs in functionality tuning. It describes either the applying of normal strategies in MATLAB, in addition to equipment which are particular to MATLAB resembling utilizing diverse facts kinds or integrated features.

The ebook covers MATLAB vectorization, parallelization (implicit and explicit), optimization, reminiscence administration, chunking, and caching. It explains MATLAB’s reminiscence version and info the way it will be leveraged. It describes using GPU, MEX, FPGA, and other kinds of compiled code, in addition to innovations for dashing up deployed purposes. It info particular tips for MATLAB GUI, photographs, and I/O. It additionally reports a large choice of utilities, libraries, and toolboxes which can aid to enhance performance.

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

Supported by means of an lively web site, and various code examples, the ebook may also help readers quickly reach major rate reductions in improvement charges and application run times.

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