Probability and Algorithms

Type

Book

Authors

National Research Council

ISBN 10

0309047765

ISBN 13

9780309047760

Tags

Algorithms, Probability & Statistics, Statistics

Description

Some of the hardest computational problems have been successfully attacked through the use of probabilistic algorithms, which have an element of randomness to them. Concepts from the field of probability are also increasingly useful in analyzing the performance of algorithms, broadening our understanding beyond that provided by the worst-case or average-case analyses. This book surveys both of these emerging areas on the interface of the mathematical sciences and computer science. It is designed to attract new researchers to this area and provide them with enough background to begin explorations of their own. - from Amzon

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