Time Table generation using Genetic Algorithm

• The goal of this project is to generate time table based on university requirements
• This problem is a NP hard problem, and due to less amount of data, we used genetic algorithm instead of using machine/Deep learning techniques.
• By using genetic algorithm we reduced the problem complexity from NP hard to P type.

Technique

• Algorithm: Genetic Algorithm

Project Technologies

• Programming Language - Python
• UserInterface - PyQt5

Usage

Once you installed all the dependencies, run the project by following command

python3 ui_controller.py

after running this command, give the inputs to the user interface, or you can create a JSON file, and load it to the user interface. The software will generate the time table in docx format.