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Randomized Algorithms: Approximation, Generation, and Counting

Language EnglishEnglish
Book Paperback
Book Randomized Algorithms: Approximation, Generation, and Counting Russ Bubley
Libristo code: 06794617
Publishers Springer London Ltd, September 2011
Randomized Algorithms discusses two problems of fine pedigree: counting and generation, both of whic... Full description
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Randomized Algorithms discusses two problems of fine pedigree: counting and generation, both of which are of fundamental importance to discrete mathematics and probability. When asking questions like "How many are there?" and "What does it look like on average?" of families of combinatorial structures, answers are often difficult to find -- we can be blocked by seemingly intractable algorithms. Randomized Algorithms shows how to get around the problem of intractability with the Markov chain Monte Carlo method, as well as highlighting the method's natural limits. It uses the technique of coupling before introducing "path coupling" a new technique which radically simplifies and improves upon previous methods in the area.

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About the book

Full name Randomized Algorithms: Approximation, Generation, and Counting
Author Russ Bubley
Language English
Binding Book - Paperback
Date of issue 2011
Number of pages 152
EAN 9781447111801
ISBN 144711180X
Libristo code 06794617
Publishers Springer London Ltd
Weight 277
Dimensions 155 x 235 x 10

Categories

Mathematics & Science > Mathematics > Applied mathematics > Stochastics
Computing & Information Technology > Computer science > Mathematical theory of computation > Maths for computer scientists
Mathematics & Science > Mathematics > Probability & statistics
Mathematics & Science > Mathematics > Combinatorics & graph theory
Computing & Information Technology > Business applications > Mathematical & statistical software
Computing & Information Technology > Computer programming / software engineering > Algorithms & data structures
Computing & Information Technology > Databases > Data capture & analysis
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