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Design and Analysis of Algorithms
Sandeep SenAmit Kumar
其他書名
A Contemporary Perspective
出版Cambridge University Press, 2019-05-23
主題Computers / GeneralComputers / Computer ArchitectureComputers / Computer ScienceComputers / Programming / GeneralComputers / Programming / AlgorithmsMathematics / Algebra / General
ISBN11084968229781108496827
URLhttp://books.google.com.hk/books?id=m3GSDwAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋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.