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Online Computation and Competitive Analysis - El-Yaniv, Ran; Borodin, Allan
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Online Computation and Competitive Analysis - neues Buch

ISBN: 9780521619462

ID: 227332815

Contains theoretical foundations, applications, and examples of competitive analysis for online algorithms. In online computation a computer algorithm must decide how to act on incoming items of information without any knowledge of future inputs. How should it route the next telephone call? Where in memory should it store a just-closed record? This book provides an in-depth presentation of competitive analysis, an attractive framework within which such problems can be analyzed and solved. In this framework, the quality of an algorithm is measured relative to the best possible performance of an algorithm that has complete knowledge of the future. This methodology for the analysis of online decision making has become a standard approach in computer science. Starting with the basic definitions of the competitive analysis model, the authors present most of the essential techniques through various examples, some of which are among the central problems of the field, such as list accessing, paging in a virtual memory system, routing in a communication network, metrical task systems, k-server systems, load balancing, search, and portfolio selection. The book also shows how competitive analysis relates to more classical subjects such as game theory and decision theory. This is an important text and reference for researchers and graduate students in theoretical computer science and in operations research. Table of content: Preface; 1. Introduction to competitive analysis: the list accessing problem; 2. Introduction to randomized algorithms: the list accessing problem; 3. Paging: deterministic algorithms; 4. Paging: randomized algorithms; 5. Alternative models for paging: beyond pure competitive analysis; 6. Game theoretic foundations; 7. Request - answer games; 8. Competitive analysis and zero-sum games; 9. Metrical task systems; 10. The k-server problem; 11. Randomized k-server algorithms; 12. Load-balancing; 13. Call admission and circuit-routing; 14. Search, trading and portfolio selection; 15. Competitive analysis and decision making under uncertainty; Appendices; Bibliography; Index. Contains theoretical foundations, applications, and examples of competitive analysis for online algorithms. In online computation a computer algorithm must decide how to act on incoming items of information without any knowledge of future inputs. How should it route the next telephone call? Where in memory should it store a just-closed record? This book provides an in-depth presentation of competitive analysis, an attractive framework within which such problems can be analyzed and solved. In Buch > Mathematik, Naturwissenschaft & Technik > Informatik & EDV, CAMBRIDGE UNIV PR

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Online Computation and Competitive Analysis - El-Yaniv, Ran; Borodin, Allan
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Contains theoretical foundations, applications, and examples of competitive analysis for online algorithms.In online computation a computer algorithm must decide how to act on incoming items of information without any knowledge of future inputs. How should it route the next telephone call? Where in memory should it store a just-closed record? This book provides an in-depth presentation of competitive analysis, an attractive framework within which such problems can be analyzed and solved. In this framework, the quality of an algorithm is measured relative to the best possible performance of an algorithm that has complete knowledge of the future. This methodology for the analysis of online decision making has become a standard approach in computer science. Starting with the basic definitions of the competitive analysis model, the authors present most of the essential techniques through various examples, some of which are among the central problems of the field, such as list accessing, paging in a virtual memory system, routing in a communication network, metrical task systems, k-server systems, load balancing, search, and portfolio selection. The book also shows how competitive analysis relates to more classical subjects such as game theory and decision theory. This is an important text and reference for researchers and graduate students in theoretical computer science and in operations research.Table of content:Preface; 1. Introduction to competitive analysis: the list accessing problem; 2. Introduction to randomized algorithms: the list accessing problem; 3. Paging: deterministic algorithms; 4. Paging: randomized algorithms; 5. Alternative models for paging: beyond pure competitive analysis; 6. Game theoretic foundations; 7. Request - answer games; 8. Competitive analysis and zero-sum games; 9. Metrical task systems; 10. The k-server problem; 11. Randomized k-server algorithms; 12. Load-balancing; 13. Call admission and circuit-routing; 14. Search, trading and portfolio selection; 15. Competitive analysis and decision making under uncertainty; Appendices; Bibliography; Index. Buch / Mathematik, Naturwissenschaft & Technik / Informatik & EDV, [PU: Cambridge University Press]

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Online Computation Compet Analysis - Allan Borodin
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2008, ISBN: 0521619467

[SR: 1901905], Paperback, [EAN: 9780521619462], Cambridge University Press, Cambridge University Press, Book, [PU: Cambridge University Press], 2008-08-21, Cambridge University Press, In online computation a computer algorithm must decide how to act on incoming items of information without any knowledge of future inputs. How should it route the next telephone call? Where in memory should it store a just-closed record? This book provides an in-depth presentation of competitive analysis, an attractive framework within which such problems can be analyzed and solved. In this framework, the quality of an algorithm is measured relative to the best possible performance of an algorithm that has complete knowledge of the future. This methodology for the analysis of online decision making has become a standard approach in computer science. Starting with the basic definitions of the competitive analysis model, the authors present most of the essential techniques through various examples, some of which are among the central problems of the field, such as list accessing, paging in a virtual memory system, routing in a communication network, metrical task systems, k-server..., 14288281, Amazon, 14288271, Online Shopping, 14288081, Digital Lifestyle, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 269709, Algorithms, 269678, Programming, 71, Computing & Internet, 1025612, Subjects, 266239, Books, 269870, Software & Graphics, 404120, Applications, 269871, Business & Home Office, 269912, Desktop Publishing, 269938, Graphics & Multimedia, 269442, Internet Applications, 1035340, Software Design & Development, 71, Computing & Internet, 1025612, Subjects, 266239, Books

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Details zum Buch
Online Computation and Competitive Analysis
Autor:

El-Yaniv, Ran; Borodin, Allan

Titel:

Online Computation and Competitive Analysis

ISBN-Nummer:

In online computation a computer algorithm must decide how to act on incoming items of information without any knowledge of future inputs. How should it route the next telephone call? Where in memory should it store a just-closed record? This book provides an in-depth presentation of competitive analysis, an attractive framework within which such problems can be analyzed and solved. In this framework, the quality of an algorithm is measured relative to the best possible performance of an algorithm that has complete knowledge of the future. This methodology for the analysis of online decision making has become a standard approach in computer science. Starting with the basic definitions of the competitive analysis model, the authors present most of the essential techniques through various examples, some of which are among the central problems of the field, such as list accessing, paging in a virtual memory system, routing in a communication network, metrical task systems, k-server...

Detailangaben zum Buch - Online Computation and Competitive Analysis


EAN (ISBN-13): 9780521619462
ISBN (ISBN-10): 0521619467
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2005
Herausgeber: CAMBRIDGE UNIV PR
436 Seiten
Gewicht: 0,771 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 12.05.2007 14:18:08
Buch zuletzt gefunden am 15.06.2017 14:40:07
ISBN/EAN: 0521619467

ISBN - alternative Schreibweisen:
0-521-61946-7, 978-0-521-61946-2


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