Format:
1 Online-Ressource (xxvi, 367 Seiten)
,
Illustrationen
ISBN:
9781108654937
,
1108654932
Content:
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
Note:
Title from publisher's bibliographic system (viewed on 02 May 2019)
Additional Edition:
ISBN 1108721990
Additional Edition:
ISBN 9781108721998
Additional Edition:
ISBN 9781108496827
Additional Edition:
ISBN 1108496822
Additional Edition:
Erscheint auch als Druck-Ausgabe Sen, Sandeep Design and analysis of algorithms Cambridge : Cambridge University Press, 2019 ISBN 9781108721998
Additional Edition:
ISBN 9781108496827
Additional Edition:
ISBN 1108496822
Additional Edition:
ISBN 1108721990
Language:
English
Subjects:
Computer Science
Keywords:
Algorithmus
;
Programmierung
DOI:
10.1017/9781108654937
URL:
Volltext
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