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Design and Analysis of Algorithms

Design and Analysis of Algorithms

A Contemporary Perspective

Amit Kumar, Sandeep Sen

Cambridge University Press
Publication date : 2019-05-23

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The text covers important algorithm design techniques, such as greedy algorithms, dynamic programming, and 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 such as skip-lists to dimensionality reduction methods.

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About the book

Author

Amit Kumar , Sandeep Sen

Imprint

Cambridge University Press

Collection

n.c

Publication date

2019-05-23

Pages

n.c

Print ISBN

9781108496827

Language

English

Ebook informations

EAN PDF

9781108576895

Price

£49.58

Copy count 0

Print count 0

File size 3359 Ko

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About author(s)

Amit Kumar

Sandeep Sen

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