Accelerating MATLAB Performance 1001 Tips to Speed Up MATLAB .pdf

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1001条加快MATLAB代码运行速度的建议和例子,包括代码分析,并行,GPU加速,隐式矢量化并行操作,内存管理等
Accelerating MATLAB Performance 1001 tips to speed up Matlab programs Accelerating MAtLABe Performance 1001 tips to speed up MATLAB programs Yair altman (CRC) CRC Press Ta lor& francis g Boca raton London New york CRC Press is an imprint of the Taylor Francis Group, an informa business a chapman hall book MATLAB and Simulink are trademarks of The mathWorks, Inc and are used with permission. The Math Works does not warrant the accuracy of the text or exercises in this book. This book s use or discussion of matlab and simulink software or related products does not constitute endorsement or sponsorship by The Math Works of a particular peda gogical approach or particular use of the MATLAB and Simulink software CRC Press Taylor Francis Group 6000 Broken Sound Parkway NW, Suite 300 Boca raton Fl 33487-2742 o 2015 by Taylor Francis Group, LLC CRC Press is an imprint of Taylor Francis group, an Informa business No claim to original U.S. Government works Version date: 20141031 International Standard Book Number-13: 978-1-4822-1130-6(eBook -PDF) This book contains information obtained from authentic and highly regarded sources. Reasonable efforts have beer made to publish reliable data and information, but the author and publisher cannot assume responsibility for the valid ity of all materials or the consequences of their use. The authors and publishers have attempted to trace the copyright holders of all material reproduced in this publication and apologize to copyright holders if permission to publish in this form has not been obtained. If any copyright material has not been acknowledged please write and let us know so we may rectify in any future reprint Except as permitted under U.S. Copyright Law, no part of this book may be reprinted, reproduced, transmitted, or uti- lized in any form by any electronic, mechanical, or other means, now known or hereafter invented, including photocopy ing, microfilming, and recording, or in any information storage or retrieval system, without written permission from the publishers Forpermissiontophotocopyorusematerialelectronicallyfromthisworkpleaseaccesswww.copyright.com(http:// www.copyright.com/)orcontacttheCopyrightClearanceCenterInc.(ccc),222RosewoodDrive,Danvers,Ma01923, 978-750-8400. CCC is a not-for-profit organization that provides licenses and registration for a variety of users. For organizations that have been granted a photocopy license by the CCC, a separate system of payment has been arranged Trademark Notice: Product or corporate names may be trademarks or registered trademarks, and are used only for identification and explanation without intent to infringe Visit the Taylor francis Web site at http://www.taylorandfrancis.com and the crc press Web site at http://www.crcpress.com To Tovi, gali. liat, and lavi Contents at a glance XIX Author XXV 1. Introduction to Performance Tuning 2. Profiling matlab performance 25 3. Standard performance- Tuning Techniques………… 59 4. MATlaBo-Specific Techniques 135 6. Explicit Parallelization Using MathWorks Toolboxes............285 7. Explicit Parallelization by other means 353 8. Using compiled Code 389 9. Memory- Related Techniques……….459 10. Graphics and gui… 525 11. I/O Techniques 音垂 593 Appendix A: Additional Resources 631 Appendix B: Performance Tuning Checklist 643 References and notes ∴.645 011

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Accelerating MATLAB Performance 1001 tips to speed up MATLAB programs

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