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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

Final words

As we conclude this book, our aim has been to provide a comprehensive overview of the most important topics in algorithm design and analysis that computer science students and software engineers will encounter both in their academic journey and in practical applications. We’ve endeavored to strike a balance between the theoretical foundations and the hands-on problem-solving skills essential for building efficient and effective algorithms.

Throughout this book, we have aimed for accuracy and clarity in presenting complex concepts. However, given the vastness and depth of the field, errors and omissions are inevitable. We encourage readers to reach out with any issues, errors, or ambiguities they encounter so they can be addressed and improved in future editions. Your feedback is invaluable in refining the content and ensuring it remains a reliable resource for learners and practitioners alike.

One topic we deliberately chose not to discuss in this final chapter...

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