A Bacteria-Based Metaheuristic as a Tool for Group Formation

Valentina Hernandez, P.; Angelica Pinninghoff, M. J.

Abstract

Groups of students develop and enhance their learning capabilities based on the opportunities and the challenges they face. Within each group particular capabilities are identified for the different members. This allows for the identification of individual studying styles. Based on previous developments supported by artificial intelligence techniques, we develop a new approach, which combines diversity and efficiency. Our approach allows for critical improvements when compared to similar proposals based on genetic algorithms techniques.

Más información

Título según WOS: A Bacteria-Based Metaheuristic as a Tool for Group Formation
Título según SCOPUS: A Bacteria-Based Metaheuristic as a Tool for Group Formation
Título de la Revista: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen: 13259
Editorial: Springer Science and Business Media Deutschland GmbH
Fecha de publicación: 2022
Página final: 451
Idioma: English
DOI:

10.1007/978-3-031-06527-9_44

Notas: ISI, SCOPUS