Genetic Algorithm Model
06.2020 — 06.2020
- Genetic Algorithm Model for timetable scheduling. - Requirement: Built a custom model for University student timetable scheduling with role-based functionalities using Python technologies - Project Score: 10/10 - Source Code: https://github.com/imohitpatel/genetic-algorithm-model
Technologies & Skills
University ProjectPythonPandasTensorFlowMySQL
About This Project
A Genetic Algorithm Model for automated university timetable scheduling. This project applies evolutionary computing techniques to solve the complex constraint satisfaction problem of timetable generation.
Key Features
- Genetic Algorithm Engine — Custom implementation of evolutionary optimization
- Constraint Handling — Handles room availability, professor schedules, and student group conflicts
- Role-Based Access — Different functionalities for administrators, professors, and students
- Data Management — MySQL database for persistent storage of schedules and constraints
- Data Analysis — Pandas for data processing and analysis of scheduling results
Project Details
- Course: University Project
- Score: 10/10
- Source Code: genetic-algorithm-model
Tech Stack
- Python
- TensorFlow
- Pandas
- MySQL
