Data Structures and Algorithms 🔍
Shubham Gupta
Toronto Academic Press, 2024
英语 [en] · PDF · 142.0MB · 2024 · 📘 非小说类图书 · 🚀/lgli/lgrs/zlib · Save
描述
This book introduces the fundamental concepts of data structures and algorithms. It covers topics such as arrays, linked lists, stacks, queues, trees, graphs, sorting, searching, and hashing. The book is written to help students and professionals in computer science and programming understand how to use data structures and algorithms to solve complex problems efficiently. Whether you are a beginner or an experienced programmer, this book provides valuable insights into the world of data structures and algorithms.
备用文件名
lgrsnf/Data Structures and Algorithms.pdf
备用文件名
zlib/Computers/Databases/Shubham Gupta/Data Structures and Algorithms_29738506.pdf
备用出版商
Arcler Education Inc
备用出版商
Society Publishing
备用出版商
Delve Publishing
备用版本
Canada - English Language, Canada
备用描述
Cover
Title Page
Copyright
About The Author
Contents
List of Figures
List of Tables
List of Abbreviations
Preface
Chapter 1: Fundamentals Of Data Structures And Algorithms
Unit Introduction
1.1. Issues Solved By Algorithms
1.2. Data Structures
1.3. Algorithms Like A Technology
1.4. Algorithms And Other Technologies
1.5. Analyzing Data Structures And Algorithms
Summary
Review Questions
Multiple Choice Questions
References
Chapter 2: Classification Of Algorithms
Unit Introduction
2.1. Deterministic And Randomized Algorithms
2.2. Online Vs. Offline Algorithms
2.3. Exact, Approximate, Heuristic, And Operational Algorithms
2.4. Classification According To Main Concept
Summary
Review Questions
Multiple Choice Questions
References
Chapter 3: Analysis Of Arrays And Sets
Unit Introduction
3.1. Array: The Foundational Data Structure
3.2. Efficiency Affected In Sets By Single Rule
Summary
Review Questions
Multiple Choice Questions
References
Chapter 4: Algorithm Selection
Unit Introduction
4.1. Ordered Arrays
4.2. Searching An Ordered Array
4.3. Binary Search
4.4. Binary Search Vs. Linear Search
Summary
Review Questions
Multiple Choice Questions
References
Chapter 5: Stacks And Queues
Unit Introduction
5.1. Understanding Stacks
5.2. Queues
5.3. Priority Queues
Summary
Review Questions
Multiple Choice Questions
References
Chapter 6: Trees
Unit Introduction
6.1. Tree Terminology
6.2. Tree Analogy In Computer
6.3. Basic Binary Tree Operations
6.4. Finding A Node
6.5. Inserting A Node
6.6. Deleting A Node
6.7. Traversing Tree
6.8. The Efficiency Of Binary Trees
Summary
Review Questions
Multiple Choice Questions
References
Chapter 7: Search Algorithms In Data Structures
Unit Introduction
7.1. Unordered Linear Search
7.2. Ordered Linear Search
7.3. Chunk Search
7.4. Binary Search
7.5. Searching In Graphs
7.6. Graph Grep
7.7. Searching In Trees
7.8. Searching In Temporal Probabilistic Object Data Model
Summary
Review Questions
Multiple Choice Questions
References
Chapter 8: Governance Of Algorithms In Data Structures
Unit Introduction
8.1. Analytical Framework
8.2. Governance Options By Risks
8.3. Limitations Of Algorithmic Governance Options
Summary
Review Questions
Multiple Choice Questions
References
Index
Back Cover
Title Page
Copyright
About The Author
Contents
List of Figures
List of Tables
List of Abbreviations
Preface
Chapter 1: Fundamentals Of Data Structures And Algorithms
Unit Introduction
1.1. Issues Solved By Algorithms
1.2. Data Structures
1.3. Algorithms Like A Technology
1.4. Algorithms And Other Technologies
1.5. Analyzing Data Structures And Algorithms
Summary
Review Questions
Multiple Choice Questions
References
Chapter 2: Classification Of Algorithms
Unit Introduction
2.1. Deterministic And Randomized Algorithms
2.2. Online Vs. Offline Algorithms
2.3. Exact, Approximate, Heuristic, And Operational Algorithms
2.4. Classification According To Main Concept
Summary
Review Questions
Multiple Choice Questions
References
Chapter 3: Analysis Of Arrays And Sets
Unit Introduction
3.1. Array: The Foundational Data Structure
3.2. Efficiency Affected In Sets By Single Rule
Summary
Review Questions
Multiple Choice Questions
References
Chapter 4: Algorithm Selection
Unit Introduction
4.1. Ordered Arrays
4.2. Searching An Ordered Array
4.3. Binary Search
4.4. Binary Search Vs. Linear Search
Summary
Review Questions
Multiple Choice Questions
References
Chapter 5: Stacks And Queues
Unit Introduction
5.1. Understanding Stacks
5.2. Queues
5.3. Priority Queues
Summary
Review Questions
Multiple Choice Questions
References
Chapter 6: Trees
Unit Introduction
6.1. Tree Terminology
6.2. Tree Analogy In Computer
6.3. Basic Binary Tree Operations
6.4. Finding A Node
6.5. Inserting A Node
6.6. Deleting A Node
6.7. Traversing Tree
6.8. The Efficiency Of Binary Trees
Summary
Review Questions
Multiple Choice Questions
References
Chapter 7: Search Algorithms In Data Structures
Unit Introduction
7.1. Unordered Linear Search
7.2. Ordered Linear Search
7.3. Chunk Search
7.4. Binary Search
7.5. Searching In Graphs
7.6. Graph Grep
7.7. Searching In Trees
7.8. Searching In Temporal Probabilistic Object Data Model
Summary
Review Questions
Multiple Choice Questions
References
Chapter 8: Governance Of Algorithms In Data Structures
Unit Introduction
8.1. Analytical Framework
8.2. Governance Options By Risks
8.3. Limitations Of Algorithmic Governance Options
Summary
Review Questions
Multiple Choice Questions
References
Index
Back Cover
开源日期
2024-08-31
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