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Beyond the Worst-Case Analysis of Algorithms

Beyond the Worst-Case Analysis of Algorithms

Authors
Publisher Cambridge University Press
Year 14/01/2021
Pages 704
Version hardback
Readership level Professional and scholarly
Language English
ISBN 9781108494311
Categories Optimization
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330.75 PLN / €70.91 / £61.56
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Book description

Understanding when and why algorithms work is a fundamental challenge. For problems ranging from clustering to linear programming to neural networks there are significant gaps between empirical performance and prediction based on traditional worst-case analysis. The book introduces exciting new methods for assessing algorithm performance.

Beyond the Worst-Case Analysis of Algorithms

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