随机算法 (Spring 2014)/Course materials
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Course textbook
Rajeev Motwani and Prabhakar Raghavan.
Randomized Algorithms
.
Cambridge University Press, 1995.
Michael Mitzenmacher and Eli Upfal.
Probability and Computing: Randomized Algorithms and Probabilistic Analysis
.
Cambridge University Press, 2005.
References and further readings
Thomas Cormen, Charles Leiserson, Ronald Rivest, and Clifford Stein.
Introduction to Algorithms
, 2nd edition. MIT Press, 2001.
《算法导论》,CLRS。在本课程中作为算法的工具书。
William Feller,
An Introduction to Probability Theory and Its Applications
, volumes 1, 3rd edition. Wiley, 1968.
《概率论及其应用》上卷。本课程的概率论工具书。
Noga Alon and Joel Spencer.
The Probabilistic Method
, 3nd edition. Wiley, 2008.
组合数学的概率法。
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David Aldous and Jim Fill,
Reversible Markov Chains and Random Walks on Graphs.
, 2002.
[1]
一本从未写完的书,但是对random walk的研究产生了深远的影响,人称"the Aldous-Fill book"。
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