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(Ebook) Design and Analysis of Algorithms: A Contemporary Perspective by Sandeep Sen; Amit Kumar ISBN 9781108496827, 1108496822

  • SKU: EBN-10006000
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Authors:Sandeep Sen; Amit Kumar
Pages:350 pages.
Year:2019
Editon:Hardcover
Publisher:Cambridge University Press
Language:english
File Size:3.21 MB
Format:pdf
ISBNS:9781108496827, 1108496822
Categories: Ebooks

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(Ebook) Design and Analysis of Algorithms: A Contemporary Perspective by Sandeep Sen; Amit Kumar ISBN 9781108496827, 1108496822

The text covers important algorithm design techniques, like greedy algorithms, dynamic programming, divide-and-conquer and gives applications to contemporary problems. Techniques including Fast Fourier transform, KMP algorithm for string matching, CYK algorithm for context free parsing and gradient descent for convex function minimization are discussed in detail. The book's emphasis is on computational models and their effect on algorithm design. It gives insights into algorithm design techniques in parallel, streaming and memory hierarchy computational models. The book also emphasizes the role of randomization in algorithm design, and gives numerous applications ranging from data-structures like skip-lists to dimensionality reduction methods.
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