Yair M. Altman

Accelerating MATLAB Performance

1001 tips to speed up MATLAB programs

• Gebundenes Buch

Produktbeschreibung

This book describes MATLAB performance in a scale and depth never before published. It takes a comprehensive approach to MATLAB performance, illustrating numerous ways to attain the desired speedup. The book explains how to profile MATLAB code to identify performance hotspots and discusses various tradeoffs in MATLAB performance tuning. It covers vectorization, parallelization, distributed computing, caching, optimization, memory management, GUI, graphics, and I/O. The book includes numerous code examples and online references, and is supported by an active website.

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Produktdetails

• Verlag: Taylor & Francis Inc
• Seitenzahl: 792
• Erscheinungstermin: 1. Dezember 2014
• Englisch
• Abmessung: 261mm x 184mm x 48mm
• Gewicht: 1580g
• ISBN-13: 9781482211290
• ISBN-10: 1482211297
• Artikelnr.: 41416229

Autorenporträt

Yair M. Altman

Inhaltsangabe

Introduction to Performance Tuning. Profiling MATLAB® Performance. Standard
Programing Techniques. Using Parallelization and the GPU. Data Analysis
Techniques. MATLAB®-Specific Techniques. Memory-Related Techniques. MATLAB®
Graphs and GUI. Topics and Resources for Further Learning.

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Introduction to Performance Tuning. Profiling MATLAB® Performance. Standard Programing Techniques. Using Parallelization and the GPU. Data Analysis Techniques. MATLAB®-Specific Techniques. Memory-Related Techniques. MATLAB® Graphs and GUI. Topics and Resources for Further Learning.

Rezensionen

... a very interesting new book on MATLAB® performance ... covering basic tools and an appropriate range of specific programming techniques. The book seems to take a whole-system approach ... helping readers understand the big picture of how to get better performance.
-Michelle Hirsch, Ph.D., Head of MATLAB® Product Management, The MathWorks Inc.

... a very interesting new book on MATLAB^® performance ... covering basic tools and an appropriate range of specific programming techniques. The book seems to take a whole-system approach ... helping readers understand the big picture of how to get better performance.
-Michelle Hirsch, Ph.D., Head of MATLAB^® Product Management, The MathWorks Inc.