Average case analysis of algorithms on sequences
著者
書誌事項
Average case analysis of algorithms on sequences
（Wiley-Interscience series in discrete mathematics and optimization）（A Wiley-Interscience publication）
J. Wiley, c2001
大学図書館所蔵 件 / 全21件
-
該当する所蔵館はありません
- すべての絞り込み条件を解除する
注記
Includes bibliography (p. 520-542) and index
内容説明・目次
内容説明
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.
目次
Foreword.
Preface.
Acknowledgments.
PROBLEMS ON WORDS.
Data Structures and Algorithms on Words.
Probabilistic and Analytical Models.
PROBABILISTIC AND COMBINATORIAL TECHNIQUES.
Inclusion-Exclusion Principle.
The First and Second Moment Methods.
Subadditive Ergodic Theorem and Large Deviations.
Elements of Information Theory.
ANALYTIC TECHNIQUES.
Generating Functions.
Complex Asymptotic Methods.
Mellin Transform and Its Applications.
Analytic Poissonization and Depoissonization.
Bibliography.
Index.
「Nielsen BookData」 より
