학술논문

Artificial Intelligence Based Dynamic Approach to Visualize the Graphs
Document Type
Conference
Source
2023 International Conference on Computational Intelligence, Communication Technology and Networking (CICTN) Computational Intelligence, Communication Technology and Networking (CICTN), 2023 International Conference on. :663-667 Apr, 2023
Subject
Communication, Networking and Broadcast Technologies
Power, Energy and Industry Applications
Signal Processing and Analysis
Visualization
Runtime
Distance learning
Heuristic algorithms
Education
Animation
Communications technology
Graph
Algorithms
Prim's algorithm
Kruskal algorithm
DFS
BFS
Dijkstra algorithm
Animation of algorithm
Language
Abstract
Understanding graph algorithms for beginners is the biggest nightmare for them. To conquer that fear we have decided to build a website which will help them to understand graph algorithms in a fun and easy way. It is a visualizer website for Graph Algorithms, where you can see a detailed explanation and animations of important algorithm runtime and build intuition. Graph Algorithm Visualizer allows you to easily construct graphs and step-by-step observe execution of algorithms on them. It visualizes different types of graph algorithms such as Prim’s Algorithm, Kruskal Algorithm, DFS etc. Our aim is to build a project which will work for a teaching and learning tool. In learning mode, we are providing a detailed visualization of graph-based algorithms, such as Kruskal, Prim’s algorithm as well as each step will be verified against the algorithm and results will be provided at a time. We have confidence that our project will help many students to understand graph-based algorithms at a deeper level and improve their knowledge of graph algorithms. This model is especially built to help faculty to teach graph algorithms in a creative and fun way for students.