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Efficient Algorithm Design

You're reading from   Efficient Algorithm Design Unlock the power of algorithms to optimize computer programming

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Product type Paperback
Published in Oct 2024
Publisher Packt
ISBN-13 9781835886823
Length 360 pages
Edition 1st Edition
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Author (1):
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Masoud Makrehchi Masoud Makrehchi
Author Profile Icon Masoud Makrehchi
Masoud Makrehchi
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Table of Contents (21) Chapters Close

Preface 1. Part 1: Foundations of Algorithm Analysis
2. Chapter 1: Introduction to Algorithm Analysis FREE CHAPTER 3. Chapter 2: Mathematical Induction and Loop Invariant for Algorithm Correctness 4. Chapter 3: Rate of Growth for Complexity Analysis 5. Chapter 4: Recursion and Recurrence Functions 6. Chapter 5: Solving Recurrence Functions 7. Part 2: Deep Dive in Algorithms
8. Chapter 6: Sorting Algorithms 9. Chapter 7: Search Algorithms 10. Chapter 8: Symbiotic Relationship between Sort and Search 11. Chapter 9: Randomized Algorithms 12. Chapter 10: Dynamic Programming 13. Part 3: Fundamental Data Structures
14. Chapter 11: Landscape of Data Structures 15. Chapter 12: Linear Data Structures 16. Chapter 13: Non-Linear Data Structures 17. Part 4: Next Steps
18. Chapter 14: Tomorrow’s Algorithms 19. Index 20. Other Books You May Enjoy

References and further reading

  • Introduction to Algorithms. By Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, and Clifford Stein. Fourth Edition. MIT Press. 2022.
    • Chapter 2, Getting Started
    • Chapter 4, Divide-and-Conquer (includes merge sort)
    • Chapter 7, Quicksort
    • Chapter 8,Sorting in Linear Time
    • Chapter 9, Medians and Order Statistics
  • Algorithms. By R. Sedgewick and K. Wayne. Fourth Edition. Addison-Wesley. 2011.
    • Chapter 2: Elementary Sorts
  • The Art of Computer Programming, Volume 3: Sorting and Searching. By Donald E. Knuth.
    • Chapter 5, Sorting
  • Data Structures and Algorithm Analysis in C++. By Mark Allen Weiss.
    • Chapter 7, Sorting
  • Algorithm Design Manual. By Steven S. Skiena.
    • Chapter 4, Sorting and Searching
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