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Cover: 9783642063008 | Design and Analysis of Randomized Algorithms | J. Hromkovic | Buch
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Design and Analysis of Randomized Algorithms
Introduction to Design Paradigms
Taschenbuch von J. Hromkovic
Sprache: Englisch

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Beschreibung
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.
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.
Zusammenfassung
Randomness is a powerful tool for solving various problems in all areas of computer applications. Randomized algorithms are often more efficient, simpler (and so easier to implement), and surprisingly also more reliable than their best deterministic counterparts. This book does not only systematically teach the paradigmic algorithm design methods, such as foiling an adversary, abundance of witnesses, fingerprinting, amplification, and random sampling, but it also provides a deep insight into the nature of the success of randomization. Taking sufficient space for presenting motivation and for developing reader's intuition. It is an ideal introduction to the subject.
Inhaltsverzeichnis
Fundamentals.- Foiling the Adversary.- Fingerprinting.- Success Amplification and Random Sampling.- Abundance of Witnesses.- Optimization and Random Rounding.
Details
Erscheinungsjahr: 2010
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Texts in Theoretical Computer Science. An EATCS Series
Inhalt: xii
277 S.
ISBN-13: 9783642063008
ISBN-10: 3642063004
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Hromkovic, J.
Illustrator: Zámecniková, I.
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Texts in Theoretical Computer Science. An EATCS Series
Maße: 235 x 155 x 16 mm
Von/Mit: J. Hromkovic
Erscheinungsdatum: 21.10.2010
Gewicht: 0,446 kg
Artikel-ID: 107123581
Zusammenfassung
Randomness is a powerful tool for solving various problems in all areas of computer applications. Randomized algorithms are often more efficient, simpler (and so easier to implement), and surprisingly also more reliable than their best deterministic counterparts. This book does not only systematically teach the paradigmic algorithm design methods, such as foiling an adversary, abundance of witnesses, fingerprinting, amplification, and random sampling, but it also provides a deep insight into the nature of the success of randomization. Taking sufficient space for presenting motivation and for developing reader's intuition. It is an ideal introduction to the subject.
Inhaltsverzeichnis
Fundamentals.- Foiling the Adversary.- Fingerprinting.- Success Amplification and Random Sampling.- Abundance of Witnesses.- Optimization and Random Rounding.
Details
Erscheinungsjahr: 2010
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Texts in Theoretical Computer Science. An EATCS Series
Inhalt: xii
277 S.
ISBN-13: 9783642063008
ISBN-10: 3642063004
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Hromkovic, J.
Illustrator: Zámecniková, I.
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Texts in Theoretical Computer Science. An EATCS Series
Maße: 235 x 155 x 16 mm
Von/Mit: J. Hromkovic
Erscheinungsdatum: 21.10.2010
Gewicht: 0,446 kg
Artikel-ID: 107123581
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