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Randomized Algorithms
Language: en
Pages: 496
Authors: Rajeev Motwani
Categories: Computers
Type: BOOK - Published: 1995-08-25 - Publisher: Cambridge University Press

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For many applications a randomized algorithm is either the simplest algorithm available, or the fastest, or both. This tutorial presents the basic concepts in t
Probability and Computing
Language: en
Pages: 372
Authors: Michael Mitzenmacher
Categories: Computers
Type: BOOK - Published: 2005-01-31 - Publisher: Cambridge University Press

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Randomization and probabilistic techniques play an important role in modern computer science, with applications ranging from combinatorial optimization and mach
Design and Analysis of Randomized Algorithms
Language: en
Pages: 280
Authors: J. Hromkovic
Categories: Computers
Type: BOOK - Published: 2005-10-11 - Publisher: Springer Science & Business Media

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Systematically teaches key paradigmic algorithm design methods Provides a deep insight into randomization
Randomized Algorithms in Automatic Control and Data Mining
Language: en
Pages: 268
Authors: Oleg Granichin
Categories: Technology & Engineering
Type: BOOK - Published: 2014-07-14 - Publisher: Springer

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In the fields of data mining and control, the huge amount of unstructured data and the presence of uncertainty in system descriptions have always been critical
Concentration of Measure for the Analysis of Randomized Algorithms
Language: en
Pages: 213
Authors: Devdatt P. Dubhashi
Categories: Computers
Type: BOOK - Published: 2009-06-15 - Publisher: Cambridge University Press

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Randomized algorithms have become a central part of the algorithms curriculum, based on their increasingly widespread use in modern applications. This book pres