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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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Toc

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

Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

A

Abstract Data Type (ADT) 235

deque 236

dictionary 236

graph 236

list 235

queue 235

set 236

stack 235

tree 236

acyclic graph 273

adaptability 102

adaptive and dynamic algorithms 317

adaptive sorting algorithm 103

adjacency list 275, 276

adjacency matrix 274, 275

AI search algorithms 134

Akra-Bazzi method 73, 85, 89

using 90, 91

algorithm analysis 6, 7

dual dimensions 8-1

problem-solving methods 7, 8

algorithmic search 134

binary search 134

hashing 134

linear search 134

tree traversal 134

algorithms 4, 311

context awareness 316

for large-scale data 315

key properties 5

moral responsibility 317-319

problem-solving 4-6

scalability 311-314

approximation algorithms 314

array 244, 247

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