000 | a | ||
---|---|---|---|
999 |
_c29651 _d29651 |
||
008 | 190910b xxu||||| |||| 00| 0 eng d | ||
020 | _a9781108721998 | ||
082 |
_a005.1 _bSEN |
||
100 | _aSen, Sandeep | ||
245 | _aDesign and analysis of algorithms : a contemporary perspective | ||
260 |
_bCambridge University Press _c2019 _aCambridge |
||
300 |
_axxvi, 367 p. _bill. _c24 cm |
||
365 |
_b695.00 _cINR _d00 |
||
504 | _aIncludes bibliographical references and index. | ||
520 | _aThe 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 | _aAlgorithms | ||
650 | _aGeometric algorithms | ||
650 | _aComputer Programming | ||
710 | _aKumar, Amit | ||
942 |
_2ddc _cBK |