Yair M. Altman's Accelerating MATLAB Performance: 1001 tips to speed up PDF

By Yair M. Altman

The MATLAB® programming atmosphere is frequently perceived as a platform compatible for prototyping and modeling yet no longer for "serious" functions. one of many major court cases is that MATLAB is too gradual.

Accelerating MATLAB Performance goals to right this notion by way of describing a number of how one can tremendously increase MATLAB application pace. choked with millions of useful assistance, it leaves no stone unturned, discussing each element of MATLAB.

Ideal for beginners and execs 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 various 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 options in MATLAB, in addition to tools which are particular to MATLAB comparable to utilizing diversified facts kinds or integrated features.

The publication covers MATLAB vectorization, parallelization (implicit and explicit), optimization, reminiscence administration, chunking, and caching. It explains MATLAB’s reminiscence version and information the way it may be leveraged. It describes using GPU, MEX, FPGA, and different kinds of compiled code, in addition to thoughts for dashing up deployed functions. It info particular suggestions for MATLAB GUI, images, and I/O. It additionally experiences a wide selection of utilities, libraries, and toolboxes which could aid to enhance performance.

Sufficient details is supplied to permit readers to right away follow the feedback to their very own MATLAB courses. huge references also are incorporated to permit those that desire to extend the therapy of a selected subject to take action easily.

Supported by means of an energetic site, and various code examples, the booklet can assist readers swiftly reach major savings 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

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