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Description: For many applications, a randomized algorithm is either the simplest or the fastest algorithm available, and sometimes both. This book introduces the basic concepts in the design and analysis of randomized algorithms. The first part of the text presents basic tools such as probability theory and probabilistic analysis that are frequently used in algorithmic applications. Algorithmic examples are also given to illustrate the use of each tool in a concrete setting. In the second part of the book, each chapter focuses on an important area to which randomized algorithms can be applied, providing a comprehensive and representative selection of the algorithms that might be used in each of these areas. Although written primarily as a text for advanced undergraduates and graduate students, this book should also prove invaluable as a reference for professionals and researchers.
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All the information you need in one place! Each Study Brief is a summary of one specific subject; facts, figures, and explanations to help you learn faster.
List price: $98.00
Copyright year: 1995
Publisher: Cambridge University Press
Publication date: 8/25/1995
Size: 7.25" wide x 10.50" long x 1.00" tall
Dr Prabhakar Raghavan is Head of Yahoo! Research and a Consulting Professor of Computer Science at Stanford University.
|Tools and Techniques|
|Moments and deviations|
|The probabilistic method|
|Markov chains and random walks|
|Geometric algorithms and linear programming|
|Parallel and distributed algorithms|
|Number theory and algebra|
|Basic probability theory|