9780521835404-0521835402-Probability and Computing (Randomized Algorithms and Probabilistic Analysis)

Probability and Computing (Randomized Algorithms and Probabilistic Analysis)

ISBN-13: 9780521835404
ISBN-10: 0521835402
Author: Mitzenmacher, Michael
Publication date: 2005
Publisher: Cambridge University Press
Format: Hardcover 370 pages
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Book details

ISBN-13: 9780521835404
ISBN-10: 0521835402
Author: Mitzenmacher, Michael
Publication date: 2005
Publisher: Cambridge University Press
Format: Hardcover 370 pages

Summary

Acknowledged authors Mitzenmacher, Michael wrote Probability and Computing (Randomized Algorithms and Probabilistic Analysis) comprising 370 pages back in 2005. Textbook and eTextbook are published under ISBN 0521835402 and 9780521835404. Since then Probability and Computing (Randomized Algorithms and Probabilistic Analysis) textbook was available to sell back to BooksRun online for the top buyback price or rent at the marketplace.

Description

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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