Programming Question

Your task is to implement any traversal algorithms, analyze their efficiency, and discuss the results.Given a simulated social network where nodes represent people and edges represent friendships, use DFS or BFS to find the shortest path between two individuals. Analyze how each algorithm performs in terms of finding the shortest path and discuss the implications for real-world social network analysis I want after finishing explaining each part how did you do it

Course Title:
Design and Analysis of
Algorithms
Semester
Spring 2023-2024
Course Code:
Date
CSCI 315
March. 19, 2024
Homework 2
Instructions:
1. You must do this homework alone.
2. Please hand in ONE copy of the homework listing your full name and the university
ID (PDF format) on blackboard.
3. The deadline to submit the answers is 11:59 pm in March. 30th, 2024
Question 1: (5 marks)
Your task is to implement any traversal algorithms, analyze their efficiency, and discuss the
results.
Given a simulated social network where nodes represent people and edges represent
friendships, use DFS or BFS to find the shortest path between two individuals. Analyze how
each algorithm performs in terms of finding the shortest path and discuss the implications
for real-world social network analysis.
Requirements:
Design (1 pt.):
Clearly define the problem statement for your chosen scenario.
Design your algorithms, focusing on how you represent the graph and handle traversal.
Analysis (1 pt.):
Analyze the time complexity of your implementations.
Discuss any optimizations you applied and their impact.
Implementation (1 pt.):
Implement your algorithm in a programming language of your choice.
Ensure your code is well-commented and follows best practices for readability and efficiency.
Results (1 pt.):
Test your implementation with various inputs (consider different sizes and structures of graphs).
Document the output of your algorithm, including any paths or solutions found.
Reflection (1 pt.):
Reflect on the strengths and weaknesses of the algorithm in solving the given problem.
Discuss how this algorithm can be applied in real-world scenarios.
Answer: