Beyond the Worst-Case Analysis of Algorithms

Beyond the Worst-Case Analysis of Algorithms
Author: Tim Roughgarden
Publisher: Cambridge University Press
Total Pages: 705
Release: 2021-01-14
Genre: Computers
ISBN: 1108494315


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Introduces exciting new methods for assessing algorithms for problems ranging from clustering to linear programming to neural networks.


Beyond the Worst-Case Analysis of Algorithms
Language: en
Pages: 705
Authors: Tim Roughgarden
Categories: Computers
Type: BOOK - Published: 2021-01-14 - Publisher: Cambridge University Press

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Introduces exciting new methods for assessing algorithms for problems ranging from clustering to linear programming to neural networks.
Analysis of Algorithms
Language: en
Pages: 471
Authors: Jeffrey J. McConnell
Categories: Computers
Type: BOOK - Published: 2008 - Publisher: Jones & Bartlett Learning

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Data Structures & Theory of Computation
Average Case Analysis of Algorithms on Sequences
Language: en
Pages: 580
Authors: Wojciech Szpankowski
Categories: Mathematics
Type: BOOK - Published: 2011-10-14 - Publisher: John Wiley & Sons

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A timely book on a topic that has witnessed a surge of interest over the last decade, owing in part to several novel applications, most notably in data compress
Practical Analysis of Algorithms
Language: en
Pages: 475
Authors: Dana Vrajitoru
Categories: Computers
Type: BOOK - Published: 2014-09-03 - Publisher: Springer

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This book introduces the essential concepts of algorithm analysis required by core undergraduate and graduate computer science courses, in addition to providing
Algorithms for Worst-Case Design and Applications to Risk Management
Language: en
Pages: 405
Authors: Berç Rustem
Categories: Mathematics
Type: BOOK - Published: 2009-02-09 - Publisher: Princeton University Press

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Recognizing that robust decision making is vital in risk management, this book provides concepts and algorithms for computing the best decision in view of the w