By Yair M. Altman
The MATLAB® programming setting is frequently perceived as a platform compatible for prototyping and modeling yet no longer for "serious" purposes. one of many major lawsuits is that MATLAB is too gradual.
Accelerating MATLAB Performance goals to right this belief by means of describing a number of how you can enormously increase MATLAB software velocity. filled with hundreds of thousands of necessary information, it leaves no stone unturned, discussing each point of MATLAB.
Ideal for rookies and pros alike, the e-book describes MATLAB functionality in a scale and intensity by no means sooner than released. It takes a finished method of MATLAB functionality, illustrating a variety of how you can reach the specified speedup.
The booklet covers MATLAB, CPU, and reminiscence profiling and discusses a variety of 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 facts kinds or integrated services.
The publication covers MATLAB vectorization, parallelization (implicit and explicit), optimization, reminiscence administration, chunking, and caching. It explains MATLAB’s reminiscence version and info the way it could be leveraged. It describes using GPU, MEX, FPGA, and other kinds of compiled code, in addition to strategies for rushing up deployed functions. It info particular information for MATLAB GUI, images, and I/O. It additionally stories a wide selection of utilities, libraries, and toolboxes which can support to enhance performance.
Sufficient details is equipped to permit readers to right away observe the feedback to their very own MATLAB courses. huge references also are incorporated to permit those that desire to extend the remedy of a selected subject to take action easily.
Supported by means of an energetic web site, and various code examples, the e-book may help readers swiftly reach major discount rates in improvement expenses and software run times.
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Accelerating MATLAB Performance: 1001 tips to speed up MATLAB programs by Yair M. Altman