國立虎尾科技大學 |

Design and analysis of algorithms : = a contemporary perspective /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Design and analysis of algorithms :/ Sandeep Sen, Amit Kumar.
Reminder of title:	a contemporary perspective /
Author:	Sen, Sandeep,
other author:	Kumar, Amit,
Description:	1 online resource (xxvi, 367 pages) :digital, PDF file(s). :
Notes:	Title from publisher's bibliographic system (viewed on 02 May 2019).
Subject:	Algorithms. -
Online resource:	https://doi.org/10.1017/9781108654937
ISBN:	9781108654937 (ebook)

Design and analysis of algorithms : = a contemporary perspective /
Sen, Sandeep,

Design and analysis of algorithms :a contemporary perspective /Sandeep Sen, Amit Kumar. - 1 online resource (xxvi, 367 pages) :digital, PDF file(s).

Title from publisher's bibliographic system (viewed on 02 May 2019).

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.

ISBN: 9781108654937 (ebook)Subjects--Topical Terms:

527865
Algorithms.

LC Class. No.: QA9.58 / .S454 2019

Dewey Class. No.: 005.1

Design and analysis of algorithms : = a contemporary perspective /
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050 0 0 $a QA9.58 $b .S454 2019
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245 1 0 $a Design and analysis of algorithms : $b a contemporary perspective / $c Sandeep Sen, Amit Kumar.
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300 $a 1 online resource (xxvi, 367 pages) : $b digital, PDF file(s).
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500 $a Title from publisher's bibliographic system (viewed on 02 May 2019).
520 $a 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.
650 0 $a Algorithms. $3 527865
700 1 $a Kumar, Amit, $d 1976- $e author. $3 1445929
776 0 8 $i Print version: $z 9781108496827
856 4 0 $u https://doi.org/10.1017/9781108654937