Details

Autor(en) / Beteiligte

• Sen, Sandeep
• Kumar, Amit

Titel

Design and analysis of algorithms : a contemporary perspective

Ort / Verlag

Cambridge : Cambridge University Press

Erscheinungsjahr

2019

Link zum Volltext

• Cambridge University Press online books

  kostenpflichtig

Verknüpfte Titel

Beschreibungen/Notizen

• 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