Design and analysis of algorithms : a contemporary perspective / Sandeep Sen and Amit Kumar
Material type:
TextPublication details: India Cambridge University Press 2019Description: 367 pISBN: - 9781108721998
- 005.1 SEN-S
| Item type | Current library | Collection | Shelving location | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|---|---|
Books
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BITS Pilani Hyderabad | 003-007 | General Stack (For lending) | 005.1 SEN-S (Browse shelf(Opens below)) | Available | 41211 |
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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