Concentration of Measure for the Analysis of Randomized Algorithms

79,00 €
+ 7,99 € Doručenie

Concentration of Measure for the Analysis of Randomized Algorithms

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Concentration of Measure for the Analysis of Randomized Algorithms

  • Značka: Unbranded

79,00 €

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+ 7,99 € Doručenie
Predáva:

79,00 €

Na sklade
+ 7,99 € Doručenie

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Popis

Randomized algorithms have become a central part of the algorithms curriculum based on their increasingly widespread use in modern applications. This book presents a coherent and unified treatment of probabilistic techniques for obtaining high probability estimates on the performance of randomized algorithms. It covers the basic toolkit from the ChernoffâHoeffding bounds to more sophisticated techniques like martingales and isoperimetric inequalities as well as some recent developments like Talagrand's inequality transportation cost inequalities and log-Sobolev inequalities. Along the way variations on the basic theme are examined such as ChernoffâHoeffding bounds in dependent settings. The authors emphasise comparative study of the different methods highlighting respective strengths and weaknesses in concrete example applications. The exposition is tailored to discrete settings sufficient for the analysis of algorithms avoiding unnecessary measure-theoretic details thus making the book accessible to computer scientists as well as probabilists and discrete mathematicians. Language: English
  • Značka: Unbranded
  • Kategória: Počítače a internet
  • Počet strán: 214
  • Formátovať: Paperback
  • Jazyk: English
  • Umelec: Dubhashi Devdatt P.
  • Dátum vydania: 2012/03/12
  • Vydavateľ / štítok: Cambridge University Press
  • Fruugo ID: 337584192-741222122
  • ISBN: 9781107606609

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  • STANDARD: 7,99 € - Doručenie medzi po 01 decembra 2025–št 04 decembra 2025

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