Average Case Analysis of Algorithms on Sequences

Name: Average Case Analysis of Algorithms on Sequences
Brand: Wiley-Interscience
SKU: 9780471240631
Price: 20466.0 INR
Availability: InStock

by Wojciech Szpankowski

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ISBN13: 9780471240631
Binding: Hardcover
Subject: N/A
Publisher: Wiley-Interscience
Publisher Imprint: Wiley-Interscience
Publication Date: April 16, 2001
Pages: 576
Original Price: GBP 183.95
Language: English
Edition: N/A
Item Weight: 917 grams
BISAC Subject(s): Discrete Mathematics and Programming / Algorithms

About The Book

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.

About The Author

WOJCIECH SZPANKOWSKI, PhD, is Professor of Computer Science at Purdue University and has held visiting research positions at the Technical University of Gdansk, McGill University, INRIA, the Technical University of Vienna, University of Witwatersrand, Hewlett-Packard Laboratories, and Stanford University. He is the author of over 100 scientific publications in the areas of analysis of algorithms, information theory, performance evaluation of computer networks, stability of distributed systems, and queueing theory.

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