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Szpankowski, Wojciech

Average Case Analysis of Algorithms on Sequences

Szpankowski, Wojciech - Average Case Analysis of Algorithms on Sequences, ebook

166,70€

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ISBN: 9781118031025
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A timely book on a topic that has witnessed a surge of interest over the last decade, owing in part to several novel applications, most notably in data compression and computational molecular biology. It describes methods employed in average case analysis of algorithms, combining both analytical and probabilistic tools in a single volume.
* Tools are illustrated through problems on words with applications to molecular biology, data compression, security, and pattern matching.
* Includes chapters on algorithms and data structures on words, probabilistic and analytical models, inclusion-exclusion principles, first and second moment methods, subadditive ergodic theorem and large deviations, elements of information theory, generating functions, complex asymptotic methods, Mellin transform and its applications, and analytic poissonization and depoissonization.
* Written by an established researcher with a strong international reputation in the field.

Keywords: Discrete Mathematics

Author(s)
Publisher
John Wiley and Sons, Inc.
Publication year
2001
Language
en
Edition
1
Series
Wiley Series in Discrete Mathematics and Optimization
Page amount
576 pages
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9781118031025
Printed ISBN
9780471240631

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