دانلود کتاب Probability and Computing: Randomized Algorithms and Probabilistic Analysis

Name: Probability and Computing: Randomized Algorithms and Probabilistic Analysis
Availability: InStock
Author: Michael Mitzenmacher
ISBN: 0521835402,9780521835404

by Michael Mitzenmacher, Eli Upfal

عنوان فارسی: احتمال و محاسبات: الگوریتم های تصادفی و تحلیل احتمالی
ناشر: Cambridge University Press
سال: 2005
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 370-371
شابک: 0521835402,9780521835404
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 24.85 مگابایت

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جزییات کتاب

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.