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Design and analysis of Algorithms, 2nd Edition by Himanshu B Dave

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15

Examples Of Complexity Calculation

Objectives

After reading this chapter, you should understand:

  • How to determine the Time Complexity of Sorting Algorithms
  • How to determine the Time Complexity of Set Operations and Mappings
  • The Binary Search Principle
  • Application of Bit Vectors: Analysis of Hashing, The Trie Principle
  • Amortized Analysis: Principles and Applications
  • Potential Functions
  • How choice of Data Structure affects Complexity
  • The Binomial, Binary and Fibonacci Heaps: Working, Applications and Implications for efficiency
  • Time Complexity of Dijkstra’s Algorithm: Influence of Data Structure
  • Splay Trees: Principles, Organization, Analysis and Applications

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