Download E-books Probability and Computing: Randomized Algorithms and Probabilistic Analysis PDF

By Michael Mitzenmacher

Assuming simply an trouble-free heritage in discrete arithmetic, this textbook is a wonderful creation to the probabilistic ideas and paradigms utilized in the advance of probabilistic algorithms and analyses. It contains random sampling, expectancies, Markov's and Chevyshev's inequalities, Chernoff bounds, balls and containers types, the probabilistic technique, Markov chains, MCMC, martingales, entropy, and different issues. The ebook is designed to accompany a one- or two-semester path for graduate scholars in desktop technology and utilized arithmetic.

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