A Study and Analysis of Timetable Generation using a Genetic Algorithm
The goal is to create a user-friendly, effective, and straightforward application that facilitates the process of creating and distributing timetables that avoids complex manual processes to set up and manage timetables.
Abstract
A system of manually creating timetables is tedious in terms of time and resources for educators in universities with large numbers of students, and usually results in conflicting classes and multiple lectures assigned to the same professor. It will result in supplying an automated timetable maker can help you create exams and timetables. the system helps auto-generate and saves time. Avoid complex manual processes to set up and manage timetables. Here, the goal is to create a user-friendly, effective, and straightforward application that facilitates the process of creating and distributing timetables. The main algorithm used to generate timetables is the genetic algorithm. Organizing all the rules will help you create the optimal schedule. Teachers don’t have to worry about time conflicts. The system’s user interface is simple, interactive, and allows for inputs such the teacher’s name, the date of the classroom, the date of the lab, and the date of the topic. the programme features a well-designed database to keep track of all the data submitted. The system uses algorithms to handle all of the data in the database while taking both hard and soft limitations into consideration. A schedule generating method that use a genetic algorithm to find the best option. Instead of cumbersome paperwork, students and instructors may examine timetables immediately. The technique is simple to use and will assist you in creating an effective timetable.