English Books > Mathematics > General > Average Case Analysis Of Algorithms On Sequences

Average Case Analysis Of Algorithms On Sequences
Author: Szpankowski, Wojciech
Wiley Interscience Series in Discrete Mathematics (Hardcover); Hardback; Book
576 pages
Published: April 2001
John Wiley and Sons Ltd
ISBN: 047124063X

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, MelThe text covers computer science, combinatorics and probability theory, combining both analytical and probabilistic tools in one volume. It focuses on tools and techniques used in average case analysis of algorithms. There are extensions and exercises at the end of each chapter.


PRODUCT CODE: 047124063X
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