Average Case Analysis of Algorithms on Sequences

Language: English

Published by John Wiley and Sons Inc, US, 2001

047124063X / 9780471240631

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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.

Seller Inventory # LU-9780471240631

Title
Average Case Analysis of Algorithms on Sequences
Author
Wojciech Szpankowski
Publisher
John Wiley and Sons Inc, US
Publication year
2001
Condition
New
Binding
Hardback
Language
English
ISBN 10
047124063X
ISBN 13
9780471240631
Edition
1st.
Item weight
923 grams
Dimensions
16.25 x 3.11 x 23.8 cm

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