A hybrid algorithm for the university course timetabling problem using the improved parallel genetic algorithm and local search

A Rezaeipanah, SS Matoori, G Ahmadi - Applied Intelligence, 2021 - Springer
Scheduling is one of the problems that has attracted the attention of many researchers over
the years. The University Course Timetabling Problem (UCTP) is a highly constrained real …

[PDF][PDF] A survey of computational intelligence in educational timetabling

K Zhu, LD Li, M Li - International Journal of Machine Learning and …, 2021 - ijmlc.org
Timetabling problems have been widely studied, of which Educational Timetabling Problem
(ETP) is the biggest section. Generally, ETP can be divided into three modules, namely …

A novel model for optimizing multilayer perceptron neural network architecture based on genetic algorithm method

FZ El-Hassani, Y Ghanou, K Haddouch - International conference on …, 2023 - Springer
Multilayer perceptron (MLP) have been widely used in a variety of applications and fields.
The hyper-parameters of such a machine learning (ML) models must be tuned to fit it into …

Using a genetic algorithm to solve the courses timetabling creation problem

O Sakaliuk, F Trishyn - Automation of technological and …, 2021 - journals.ontu.edu.ua
Анотація Формування розкладу занять є вкрай важкою, трудомісткою задачею і
зазвичай займає багато часу. У багатьох закладах освіти розклад занять …

Evaluation of hyper-heuristic method using random-hill climbing algorithm in the examination timetabling problem

D Hermansyah, A Muklason - Journal of Physics: Conference …, 2020 - iopscience.iop.org
Examination timetabling is included in the category of Nondeterministic Polynomial-Hard
(NP-Hard) problems, namely problems that cannot be solved by conventional methods in …

Development of an automated timetable generator using genetic algorithm

S Adedayo, E Adebimpe… - Lautech Journal of …, 2023 - laujci.lautech.edu.ng
DEVELOPMENT OF AN AUTOMATED TIMETABLE GENERATOR USING GENETIC ALGORITHM
Page 1 LAUTECH Journal of Computing and Informatics (LAUJCI) – ISSN: 2714-4194 Volume 3 …

Pengembangan Penjadwalan Kuliah Menggunakan Metode: Auto Generate Time Table

HD Ariessanti, DS Suharti… - Proceeding …, 2018 - sisfotenika.stmikpontianak.ac.id
Abstract Tujuan Penelitian: Menghasilkan Penjadwalan Kuliah Menggunakan Metode
Otomatis Menghasilkan Jadwal yang dapat digunakan secara efektif untuk kuliah di Raharja …

Hybrid Approach Involving Genetic Algorithm and Hill Climbing to Resolve the Timetable Scheduling for a University

A Hussain, H Ashas, A Shahid, S Qureshi… - Future of Information and …, 2024 - Springer
To generate a timetable that's optimal, ie, with the least possible number of clashes, there is
a need for an optimization algorithm. Generating a university timetable that satisfies the …

Automating Timetable Generation with Conflict Resolution Algorithms in Web-Based Systems for Educational Institutions

V Lalitha, K Magesh, A Selvanarayanan… - … and Control for …, 2023 - ieeexplore.ieee.org
An unique web-based solution for effective and automated schedule administration in
educational institutions is presented by the Automatic Time Table Generator. Heuristic …

Genetic Algorithm For University Course Timetabling Problem

AK Herath - 2017 - egrove.olemiss.edu
Creating timetables for institutes which deal with transport, sport, workforce, courses,
examination schedules, and healthcare scheduling is a complex problem. It is difficult and …