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Item Details
Title: A GUIDE TO EXPERIMENTAL ALGORITHMICS
By: Catherine C. McGeoch
Format: Hardback

List price: £77.00


We currently do not stock this item, please contact the publisher directly for further information.

ISBN 10: 1107001730
ISBN 13: 9781107001732
Publisher: CAMBRIDGE UNIVERSITY PRESS
Pub. date: 30 January, 2012
Pages: 272
Description: This guidebook is for those who want to use computational experiments to support their work in algorithm design and analysis.
Synopsis: Computational experiments on algorithms can supplement theoretical analysis by showing what algorithms, implementations and speed-up methods work best for specific machines or problems. This book guides the reader through the nuts and bolts of the major experimental questions: What should I measure? What inputs should I test? How do I analyze the data? To answer these questions the book draws on ideas from algorithm design and analysis, computer systems, and statistics and data analysis. The wide-ranging discussion includes a tutorial on system clocks and CPU timers, a survey of strategies for tuning algorithms and data structures, a cookbook of methods for generating random combinatorial inputs, and a demonstration of variance reduction techniques. The book can be used by anyone who has taken a course or two in data structures and algorithms. A companion website, AlgLab (www.cs.amherst.edu/alglab) contains downloadable files, programs and tools for use in experimental projects.
Illustrations: 78 b/w illus.
Publication: UK
Imprint: Cambridge University Press
Returns: Returnable
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