Design and analysis of algorithms: a contemporary perspective
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Cambridge ; New York ; Port Melbourne ; New Delhi ; Singapore
Cambridge University Press
2019
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| Schlagwörter: | |
| Links: | https://doi.org/10.1017/9781108654937 https://doi.org/10.1017/9781108654937 https://doi.org/10.1017/9781108654937 https://doi.org/10.1017/9781108654937 https://doi.org/10.1017/9781108654937 https://doi.org/10.1017/9781108654937 |
| Abstract: | 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 |
| Umfang: | 1 Online-Ressource |
| ISBN: | 9781108654937 |
| DOI: | 10.1017/9781108654937 |
Internformat
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Datensatz im Suchindex
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| id | DE-604.BV045933274 |
| illustrated | Not Illustrated |
| indexdate | 2024-12-20T18:38:58Z |
| institution | BVB |
| isbn | 9781108654937 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-031315666 |
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| spelling | Sen, Sandeep Verfasser (DE-588)1191912833 aut Design and analysis of algorithms a contemporary perspective Sandeep Sen, Amit Kumar Cambridge ; New York ; Port Melbourne ; New Delhi ; Singapore Cambridge University Press 2019 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier 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 Entwurf (DE-588)4121208-3 gnd rswk-swf Programmierung (DE-588)4076370-5 gnd rswk-swf Algorithmus (DE-588)4001183-5 gnd rswk-swf Algorithms Computer science Logic Algebra Geometry Mathematics Algorithmus (DE-588)4001183-5 s Entwurf (DE-588)4121208-3 s Programmierung (DE-588)4076370-5 s 1\p DE-604 Kumar, Amit 1976- Sonstige (DE-588)1189748932 oth Erscheint auch als Druck-Ausgabe, Hardcover 978-1-108-49682-7 Erscheint auch als Druck-Ausgabe, Paperback 978-1-108-72199-8 https://doi.org/10.1017/9781108654937 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Sen, Sandeep Design and analysis of algorithms a contemporary perspective Entwurf (DE-588)4121208-3 gnd Programmierung (DE-588)4076370-5 gnd Algorithmus (DE-588)4001183-5 gnd |
| subject_GND | (DE-588)4121208-3 (DE-588)4076370-5 (DE-588)4001183-5 |
| title | Design and analysis of algorithms a contemporary perspective |
| title_auth | Design and analysis of algorithms a contemporary perspective |
| title_exact_search | Design and analysis of algorithms a contemporary perspective |
| title_full | Design and analysis of algorithms a contemporary perspective Sandeep Sen, Amit Kumar |
| title_fullStr | Design and analysis of algorithms a contemporary perspective Sandeep Sen, Amit Kumar |
| title_full_unstemmed | Design and analysis of algorithms a contemporary perspective Sandeep Sen, Amit Kumar |
| title_short | Design and analysis of algorithms |
| title_sort | design and analysis of algorithms a contemporary perspective |
| title_sub | a contemporary perspective |
| topic | Entwurf (DE-588)4121208-3 gnd Programmierung (DE-588)4076370-5 gnd Algorithmus (DE-588)4001183-5 gnd |
| topic_facet | Entwurf Programmierung Algorithmus |
| url | https://doi.org/10.1017/9781108654937 |
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