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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

Learning from the past

Since the advent of computers, there have been numerous groundbreaking ideas, concepts, and technological advancements that have significantly shaped the way we interact with machines and process information. Here’s a brief overview of the key stages in the evolution of computing technology:

  • Early computers: The journey began with the development of early computers, such as the ENIAC and UNIVAC in the mid-20th century. These machines were large, room-sized devices that used vacuum tubes and punch cards to perform basic calculations. They marked the beginning of automated computing, setting the foundation for future innovations.
  • The first wave of artificial intelligence (AI): The concept of AI emerged alongside early computers, with researchers exploring the idea of machines that could mimic human thought. Early AI focused on symbolic reasoning and problem-solving, laying the groundwork for what would become a rapidly evolving field.
  • Mainframe...
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