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Probability And Computing Randomized Algorithms And Probabilistic Analysis Michael Mitzenmacher

  • SKU: BELL-4167248
Probability And Computing Randomized Algorithms And Probabilistic Analysis Michael Mitzenmacher
$ 31.00 $ 45.00 (-31%)

4.1

30 reviews

Probability And Computing Randomized Algorithms And Probabilistic Analysis Michael Mitzenmacher instant download after payment.

Publisher: Cambridge University Press
File Extension: PDF
File size: 24.85 MB
Pages: 370
Author: Michael Mitzenmacher, Eli Upfal
ISBN: 9780521835404, 0521835402
Language: English
Year: 2005

Product desciption

Probability And Computing Randomized Algorithms And Probabilistic Analysis Michael Mitzenmacher by Michael Mitzenmacher, Eli Upfal 9780521835404, 0521835402 instant download after payment.

Assuming only an elementary background in discrete mathematics, this textbook is an excellent introduction to the probabilistic techniques and paradigms used in the development of probabilistic algorithms and analyses. It includes random sampling, expectations, Markov's and Chevyshev's inequalities, Chernoff bounds, balls and bins models, the probabilistic method, Markov chains, MCMC, martingales, entropy, and other topics. The book is designed to accompany a one- or two-semester course for graduate students in computer science and applied mathematics.

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