Design and Analysis of Algorithms (Record no. 12256)
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000 -LEADER | |
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fixed length control field | 01459nmm a2200193Ia 4500 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 220920s9999||||xx |||||||||||||| ||und|| |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9781108654937 |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 005.1 |
Item number | Se55D |
100 ## - MAIN ENTRY--PERSONAL NAME | |
Personal name | Sen, Sandeep |
Relator term | Author |
Language of a work | English |
9 (RLIN) | 1894 |
245 #0 - TITLE STATEMENT | |
Title | Design and Analysis of Algorithms |
Remainder of title | : A Contemporary Perspective |
Statement of responsibility, etc. | / by Sandeep Sen and Amit Kumar. |
Medium | [Electronic Resource] |
260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
Place of publication, distribution, etc. | Cambridge |
Name of publisher, distributor, etc. | : Cambridge University Press, |
Date of publication, distribution, etc. | 2019 |
300 ## - PHYSICAL DESCRIPTION | |
Extent | xxvi, 367p. |
520 ## - SUMMARY, ETC. | |
Summary, etc. | 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 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Computer Science |
9 (RLIN) | 926 |
Topical term or geographic name entry element | Mathematics |
9 (RLIN) | 13 |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Amit Kumar. |
Relationship information | [Author] |
9 (RLIN) | 1895 |
856 ## - ELECTRONIC LOCATION AND ACCESS | |
Uniform Resource Identifier | <a href="https://doi.org/10.1017/9781108654937">https://doi.org/10.1017/9781108654937</a> |
Electronic format type | |
Link text | Click to Access the Online Book |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | e-Book |
Suppress in OPAC |
Withdrawn status | Lost status | Damaged status | Use restrictions | Not for loan | Collection | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type | Public note |
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e-Book For Access | Textbook | S. R. Ranganathan Learning Hub | S. R. Ranganathan Learning Hub | Online | 2022-09-20 | Infokart India Pvt. Ltd., New Delhi | 215.00 | 005.1 Se55D | EB0396 | 2022-09-20 | 2022-09-20 | e-Book | Platform : Cambridge Core |