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Intelligent Timetable Generator with Genetic Algorithm

The Intelligent Timetable Generator automates the creation of conflict-free academic timetables using a Genetic Algorithm. This web application replaces manual scheduling with computational intelligence, optimizing for teacher availability and subject credits, and reducing scheduling time from hours to seconds.

22 lectures

What You Will Learn

Mastering Genetic Algorithms for optimization problems.
Implementing constraint-based scheduling algorithms.
Building a modular backend with Flask.
Using MySQL databases for app development.
Deploying web applications on Vercel.
Implementing CRUD operations

System Architecture

Intelligent Timetable Generator with Genetic Algorithm Architecture Diagram

High-level architecture overview of the Intelligent Timetable Generator with Genetic Algorithm .

What You'll Build

  • A web-based timetable generation application.
  • A Genetic Algorithm engine for scheduling.
  • A MySQL database schema for storing timetable data.
  • A RESTful API using Flask.
  • A dynamic admin dashboard for managing data.
Intelligent Timetable Generator with Genetic Algorithm
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