Learning Resource and Development
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Design and analysis of algorithms : a contemporary perspective / Sandeep Sen and Amit Kumar.

By: Contributor(s): Material type: TextTextPublisher: Cambridge ; New York, NY : University Printing House, 2019Description: xxvi, 367 pages : illustrations ; 25 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9781108496827
Subject(s): DDC classification:
  • 005.1 23 Se551d
LOC classification:
  • QA9.58 .S454 2019
Contents:
Model and analysis -- Basics of probability and tail inequalities -- Warm-up problems -- Optimization I: brute force and greedy strategy -- Optimization II: dynamic programming -- Searching -- Multidimensional searching and geometric algorithms -- String matching and finger printing -- Fast Fourier transform and applications -- Graph algorithms -- Maximum flow and applications -- NP completeness and approximation algorithms -- Dimensionality reduction -- Parallel algorithms -- Memory hierarchy and caching -- Streaming data model.
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Includes bibliographical references and index.

Model and analysis -- Basics of probability and tail inequalities -- Warm-up problems -- Optimization I: brute force and greedy strategy -- Optimization II: dynamic programming -- Searching -- Multidimensional searching and geometric algorithms -- String matching and finger printing -- Fast Fourier transform and applications -- Graph algorithms -- Maximum flow and applications -- NP completeness and approximation algorithms -- Dimensionality reduction -- Parallel algorithms -- Memory hierarchy and caching -- Streaming data model.

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