Design and Analysis of Algorithms: A Contemporary Perspective

Book Description

The text covers important algorithm techniques, such as greedy , , 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 and their effect on algorithm design. It gives insights into algorithm design techniques in , 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.

Book Details

  • Title: Design and Analysis of Algorithms: A Contemporary Perspective
  • Author: ,
  • Length: 350 pages
  • Edition: 1
  • Language: English
  • Publisher:
  • Publication Date: 2019-07-11
  • ISBN-10: 1108496822
  • ISBN-13: 9781108496827
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