Learn Design and Analysis of Algorithms in 24 Hours (eBook)

Table Of Content

Chapter 1: Greedy Algorithm with Example: What is, Method and Approach

What is a Greedy Algorithm?
History of Greedy Algorithms
Greedy Strategies and Decisions
Characteristics of the Greedy Approach
Why use the Greedy Approach?
How to Solve the activity selection problem
Architecture of the Greedy approach
Disadvantages of Greedy Algorithms

Chapter 2: Circular Linked List: Advantages and Disadvantages

What is a Circular Linked List?
Basic Operations in Circular Linked lists
Insertion Operation
Deletion Operation
Traversal of a Circular Linked List
Advantages of Circular Linked List
Disadvantages of Circular Linked List
Singly Linked List as a Circular Linked List
Applications of the Circular Linked List

Chapter 3: Array in Data Structure: What is, Arrays Operations [Examples]

What are Arrays?
Concept of Array
Why do we need arrays?
Creating an Array in Python
Ways to Declare an Array in Python
Array Operations
Creating an Array in C++
Array Operations in C++
Array Operations in Java

Chapter 4: B TREE in Data Structure: Search, Insert, Delete Operation Example

What is a B Tree?
Why use B-Tree
History of B Tree
Search Operation
Insert Operation
Delete Operation

Chapter 5: B+ TREE : Search, Insert and Delete Operations Example

What is a B+ Tree?
Rules for B+ Tree
Why use B+ Tree
B+ Tree vs. B Tree
Search Operation
Insert Operation
Delete Operation

Chapter 6: Breadth First Search (BFS) Algorithm with EXAMPLE

What is BFS Algorithm (Breadth-First Search)?
What is Graph traversals?
The architecture of BFS algorithm
Why do we need BFS Algorithm?
How does BFS Algorithm Work?
Example BFS Algorithm
Rules of BFS Algorithm
Applications of BFS Algorithm

Chapter 7: Binary Search Tree (BST) with Example

What is a Binary Search Tree?
Attributes of Binary Search Tree
Why do we need a Binary Search Tree?
Types of Binary Trees
How Binary Search Tree Works?
Important Terms

Chapter 8: Binary Search Algorithm with EXAMPLE

What is Search?
What is Binary Search?
How Binary Search Works?
Example Binary Search
Why Do We Need Binary Search?

Chapter 9: Linear Search: Python, C++ Example

What is Searching Algorithm?
What is Linear Search?
What does Linear Search Function do?
How does Linear Search work?
Pseudo Code for Sequential Search Algorithm
C++ Code Example Linear Search
Python Code Example Linear Search
Complexity Analysis of Linear Search Algorithm
How to improve Linear Search Algorithm
Application of Linear Search Algorithm

Chapter 10: Bubble Sort Algorithm with Python using List Example

Chapter 11: Selection Sort: Algorithm explained with Python Code Example

Chapter 12: Hash Table in Data Structure: Python Example

Chapter 13: Tree Traversals (Inorder, Preorder, Postorder): C,Python, C++ Examples

Chapter 14: Binary Tree in Data Structure (EXAMPLE)

Chapter 15: Combination Algorithm: Print all possible combinations of r |C,C++,Python

Chapter 16: Longest Common Subsequence: Python, C++ Example

Chapter 17: Dijisktra's Algorithm: C++, Python Code Example