Accelerating MATLAB Performance: 1001 tips to speed up - download pdf or read online
By Yair M. Altman
The MATLAB® programming atmosphere is usually perceived as a platform appropriate for prototyping and modeling yet now not for "serious" purposes. one of many major lawsuits is that MATLAB is too sluggish.
Accelerating MATLAB Performance goals to right this conception through describing a number of how you can tremendously increase MATLAB application velocity. choked with millions of precious guidance, it leaves no stone unturned, discussing each point of MATLAB.
Ideal for beginners and pros alike, the booklet describes MATLAB functionality in a scale and intensity by no means earlier than released. It takes a accomplished method of MATLAB functionality, illustrating a variety of how one can reach the specified speedup.
The ebook covers MATLAB, CPU, and reminiscence profiling and discusses numerous tradeoffs in functionality tuning. It describes either the applying of ordinary options in MATLAB, in addition to tools which are particular to MATLAB resembling utilizing assorted info kinds or integrated capabilities.
The e-book covers MATLAB vectorization, parallelization (implicit and explicit), optimization, reminiscence administration, chunking, and caching. It explains MATLAB’s reminiscence version and information the way it will be leveraged. It describes using GPU, MEX, FPGA, and different kinds of compiled code, in addition to strategies for rushing up deployed functions. It info particular information for MATLAB GUI, photographs, and I/O. It additionally experiences a large choice of utilities, libraries, and toolboxes that could aid to enhance performance.
Sufficient info is supplied to permit readers to right away follow the feedback to their very own MATLAB courses. large 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 site, and various code examples, the publication may also help readers quickly reach major savings in improvement bills and software run times.
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Accelerating MATLAB Performance: 1001 tips to speed up MATLAB programs by Yair M. Altman