Cognitive rhythms and evolutionary algorithms in university timetables scheduling

 

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف: Castrillón, Omar
التنسيق: artículo original
الحالة:Versión publicada
تاريخ النشر:2015
الوصف:The main purpose of this research is to design a methodology based on evolutionary algorithms to university timetable scheduling. This methodology will consider the students’ cognitive rhythms, which establish that teaching certain subjects in specific time intervals is much better than other techniques. This project takes place in three phases. First of all, there is a description of the different techniques used to solve this problem. Then, a new methodology based on cognitive rhythms and evolutionary algorithms is proposed, and finally, different methodologies are compared to determine the best. It is concluded that evolutionary algorithms are more efficient than other techniques in the university timetable scheduling. Future lines of research will determine the impact of these techniques within the students’ learning process.
البلد:Portal de Revistas UCR
المؤسسة:Universidad de Costa Rica
Repositorio:Portal de Revistas UCR
اللغة:Inglés
OAI Identifier:oai:portal.ucr.ac.cr:article/17559
الوصول للمادة أونلاين:https://revistas.ucr.ac.cr/index.php/matematica/article/view/17559
كلمة مفتاحية:scheduling
university timetables
genetic algorithms
fitness
programación
horarios universitarios
algoritmos genéticos
función objetivo