YSC2229: Introductory Data Structures and Algorithms
  • 1. Software Prerequisites
  • 2. OCaml Style Guide
  • 3. Policies
  • 4. Midterm Project: Memory Allocation and Reclamation
  • 5. Final Project: Vroomba Programming
  • 1. Chapter 01: Introduction
  • 2. Chapter 02: Working with Arrays
  • 3. Chapter 03: Complexity of Algorithms and Order Notation
  • 4. Chapter 04: Divide-and-Conquer Algorithms
    • 4.1. Searching in Arrays
    • 4.2. Merge Sort
    • 4.3. Quicksort and its Variations
    • 4.4. Complexity of Divide-and-Conquer Algorithms
    • 4.5. Generalising Comparison-Based Sorting
    • 4.6. Exercises
  • 5. Chapter 05: Binary Heaps and Priority Queues
  • 6. Chapter 06: Abstract Data Types
  • 7. Chapter 07: Hashing-Based Data Structures
  • 8. Chapter 08: Searching in Strings
  • 9. Chapter 09: Backtracking and Dynamic Programming
  • 10. Chapter 10: Data Encoding and Compression
  • 11. Chapter 11: Binary Search Trees
  • 12. Chapter 12: Graph Algorithms
  • 13. Chapter 13: Elements of Computational Geometry
YSC2229: Introductory Data Structures and Algorithms
  • »
  • 4. Chapter 04: Divide-and-Conquer Algorithms

4. Chapter 04: Divide-and-Conquer Algorithms

  • 4.1. Searching in Arrays
    • 4.1.1. Linear Search
    • 4.1.2. Binary Search
    • 4.1.3. Binary Search Invariant
    • 4.1.4. The Main Idea of Divide-and-Conquer algorithms
  • 4.2. Merge Sort
    • 4.2.1. Merging two sorted arrays
    • 4.2.2. Main sorting procedure and its invariants
  • 4.3. Quicksort and its Variations
    • 4.3.1. Partitioning an array
    • 4.3.2. Partitioning in action
    • 4.3.3. Sorting via partitioning
  • 4.4. Complexity of Divide-and-Conquer Algorithms
    • 4.4.1. Changing variable in recurrence relations
    • 4.4.2. Complexity of Merge Sort
    • 4.4.3. Complexity of Quicksort
    • 4.4.4. The Master Theorem
  • 4.5. Generalising Comparison-Based Sorting
    • 4.5.1. Comparator as a parameter
    • 4.5.2. A functor for sorting
  • 4.6. Exercises
    • 4.6.1. Exercise 1
    • 4.6.2. Exercise 2
    • 4.6.3. Exercise 3
    • 4.6.4. Exercise 4
    • 4.6.5. Exercise 5
    • 4.6.6. Exercise 6
    • 4.6.7. Exercise 7
    • 4.6.8. Exercise 8
    • 4.6.9. Exercise 9
    • 4.6.10. Exercise 10
Previous Next

© Copyright 2021, Ilya Sergey.

Built with Sphinx using a theme provided by Read the Docs.