02100nam a22002297a 4500 55467 55467 20191210114434.0 191001b ||||| |||| 00| 0 eng d 9781108721998 Variety Books Publishers Distributors ;B-10,Street No-02,West Vinod Nagar ,Delhi-110092 ;IM2598 ;25/09/2019 005.1 SEN Sandeep Sen ; Amit Kumar Design and Analysis of Algorithms : a contemporary perspective. /Sandeep Sen Cambridge :Cambridge University Press ,2019. xxvi,367 Pages ;25 cm. 695 Preface; Acknowledgement; 1. Model and analysis; 2. Basics of probability and tail inequalities; 3. Warm up problems; 4. Optimization I: brute force and greedy strategy; 5. Optimization II: dynamic programming; 6. Searching; 7. Multidimensional searching and geometric algorithms; 8. String matching and finger printing; 9. Fast Fourier transform and applications; 10. Graph algorithms; 11. NP completeness and approximation algorithms; 12. Dimensionality reduction; 13. Parallel algorithms; 14. Memory hierarchy and caching; 15. Streaming data model; Appendix A. Recurrences and generating functions; Index. 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. Algorithms Computer science Amit Kumar BOOK 0 0 ddc 0 0 SNUL SNUL 2019-10-01 Variety Books Publishers Distributors 695.00 11 3 005.1 SEN 26992 2026-09-04 12:49:50 2026-08-21 2019-10-01 BOOK 0 0 ddc 0 0 SNUL SNUL 2019-10-01 Variety Books Publishers Distributors 695.00 1 005.1 SEN 26993 2024-02-21 00:00:00 2019-11-08 2019-10-01 BOOK