Analysis of Algorithms

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This course teaches a calculus that enables precise quantitative predictions of large combinatorial structures. In addition, this course covers generating functions and real asymptotics and then introduces the symbolic method in the context of applications in the analysis of algorithms and basic structures such as permutations, trees, strings, words, and mappings.

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Analysis of Algorithms – A free online course from Princeton University.

Course description – Analysis of Algorithms

This free online course teaches a calculus that enables precise quantitative predictions of large combinatorial structures. In addition, this course covers generating functions and real asymptotics and then introduces the symbolic method in the context of applications in the analysis of algorithms and basic structures such as permutations, trees, strings, words, and mappings.

Course content

  • Analysis of Algorithms
  • Recurrences
  • Generating Functions
  • Asymptotics
  • Analytic Combinatorics
  • Trees
  • Permutations
  • Strings and Tries
  • Words and Mappings

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Analysis of Algorithms
Analysis of Algorithms
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