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Design and Analysis of Randomized Algorithms: Introduction to Design Paradigms (Texts in Theoretical Computer Science. An EATCS Series) - Hardcover
Synopsis
Systematically teaches key paradigmic algorithm design methods
Provides a deep insight into randomization
"synopsis" may belong to another edition of this title.
From the Back Cover
Randomness is a powerful phenomenon that can be harnessed to solve various problems in all areas of computer science. Randomized algorithms are often more efficient, simpler and, surprisingly, also more reliable than their deterministic counterparts. Computing tasks exist that require billions of years of computer work when solved using the fastest known deterministic algorithms, but they can be solved using randomized algorithms in a few minutes with negligible error probabilities.
Introducing the fascinating world of randomness, this book systematically teaches the main algorithm design paradigms – foiling an adversary, abundance of witnesses, fingerprinting, amplification, and random sampling, etc. – while also providing a deep insight into the nature of success in randomization. Taking sufficient time to present motivations and to develop the reader's intuition, while being rigorous throughout, this text is a very effective and efficient introduction to this exciting field.
Review
From the reviews:
"The book gives an introduction to (design and analysis of) randomized algorithms. It is a self-contained textbook primarily for students. ... The proofs are precise and contain all details. This makes the book perfect for self-study. ... A student ... will be happy to find everything defined precisely and explained in detail." (Benjamin Doerr, Zentralblatt MATH, Vol. 1083, 2006)
“Theory of Computing community (especially those who work on Algorithm Design) is well acquainted with the concept of Randomization. ... this book still gives a fresh and interesting point of view to Randomization and Randomized Algorithms. ... This is a very good to excellent textbook on the Design and Analysis of Randomized Algorithms. Its unique ... feature is that it explicitly isolates and promotes the most important design techniques; this is really a great experience for the incoming theorist to specialize on Randomized Algorithms.” (Marios Mavronicolas, SIGACT News, Vol. 40 (2), 2009)"About this title" may belong to another edition of this title.
- PublisherSpringer
- Publication date2005
- ISBN 10 3540239499
- ISBN 13 9783540239499
- BindingHardcover
- LanguageEnglish
- Number of pages289
- IllustratorZámecniková I.
- Rating
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Design and Analysis of Randomized Algorithms: Introduction to Design Paradigms
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Hardcover. Condition: Very Good. No Jacket. Zámecniková, I. (illustrator). May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 1.23. Seller Inventory # G3540239499I4N00
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Design And Analysis of Randomized Algorithms: Introduction to Design Paradigms
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ISBN 10: 3540239499
ISBN 13: 9783540239499
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Design and Analysis of Randomized Algorithms
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ISBN 10: 3540239499
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Gebunden. Condition: New. Zámecniková, I. (illustrator). The first introductory textbook at the advanced and graduate level on randomized algorithmsSystematically teaches key paradigmic algorithm design methodsProvides a deep insight into randomization|Randomness is a powerful phenomenon that. Seller Inventory # 4886075
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Design and Analysis of Randomized Algorithms
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Buch. Condition: Neu. Zámecniková, I. (illustrator). Neuware - Randomness is a powerful phenomenon that can be harnessed to solve various problems in all areas of computer science. Randomized algorithms are often more efficient, simpler and, surprisingly, also more reliable than their deterministic counterparts. Computing tasks exist that require billions of years of computer work when solved using the fastest known deterministic algorithms, but they can be solved using randomized algorithms in a few minutes with negligible error probabilities.Introducing the fascinating world of randomness, this book systematically teaches the main algorithm design paradigms - foiling an adversary, abundance of witnesses, fingerprinting, amplification, and random sampling, etc. - while also providing a deep insight into the nature of success in randomization. Taking sufficient time to present motivations and to develop the reader's intuition, while being rigorous throughout, this text is a very effective and efficient introduction to this exciting field. Seller Inventory # 9783540239499
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Design And Analysis of Randomized Algorithms : Introduction to Design Paradigms
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Design And Analysis of Randomized Algorithms : Introduction to Design Paradigms
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