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Average Case Analysis of Algorithms on Sequences Book

Average Case Analysis of Algorithms on Sequences
Average Case Analysis of Algorithms on Sequences, While most algorithm designs are finalized toward worst case scenarios where they have to cope efficiently with unrealistic inputs, the average case solution is a probabilistic approach that allows for the possibility that a simple algorithm would suffice, Average Case Analysis of Algorithms on Sequences has a rating of 3 stars
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Average Case Analysis of Algorithms on Sequences, While most algorithm designs are finalized toward worst case scenarios where they have to cope efficiently with unrealistic inputs, the average case solution is a probabilistic approach that allows for the possibility that a simple algorithm would suffice, Average Case Analysis of Algorithms on Sequences
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  • Average Case Analysis of Algorithms on Sequences
  • Written by author Wojciech Szpankowski
  • Published by Wiley, John & Sons, Incorporated, April 2001
  • While most algorithm designs are finalized toward worst case scenarios where they have to cope efficiently with unrealistic inputs, the average case solution is a probabilistic approach that allows for the possibility that a simple algorithm would suffice
  • 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
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Book Categories

Authors

Forword
Preface
Acknowledgments
Pt. IProblems on Words
1Data Structures and Algorithms on Words3
2Probabilistic and Analytical Models25
Pt. IIProbabilistic and Combinatorial Techniques
3Inclusion-Exclusion Principle51
4The First and Second Moment Methods73
5Subadditive Ergodic Theorem and Large Deviations106
6Elements of Information Theory149
Pt. IIIAnalytic Techniques
7Generating Functions213
8Complex Asymptotic Methods278
9Mellin Transform and Its Applications398
10Analytic Poissonization and Depoissonization442
Bibliography520
Index543


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