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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

Introduction to non-linear data structures

In Chapter 11, we introduced the concept of abstract data types (ADTs), classifying them into two main categories: linear and non-linear. We followed this with an in-depth discussion of linear data structures in Chapter 12, where we examined their relevance to our core focus – designing and analyzing efficient algorithms. While we touched on many essential aspects of linear data structures, it is worth noting that this area of study is vast and could easily warrant its own in-depth exploration. For those interested in deeper exploration of data structures, we have included references at the end of both Chapters 11 and 12.

In this chapter, our focus shifts to non-linear data structures. Like the previous chapter, we will approach this topic with an eye on its relationship with efficient algorithm design. Our goal is not merely to present the various types of non-linear data structures but to highlight their roles and applications...

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