A Bacteria-Based Metaheuristic as a Tool for Group Formation

Ricardo Contreras, A.; Valentina Hernandez, P.; Pinacho-Davidson, Pedro; Angelica Pinninghoff, M. J.; Vicente, JMF; Alvarez-Sanchez, JR; Lopez, FD; Adeli, H

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.

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Título según WOS: A Bacteria-Based Metaheuristic as a Tool for Group Formation
Título de la Revista: BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II
Volumen: 13259
Editorial: SPRINGER INTERNATIONAL PUBLISHING AG
Fecha de publicación: 2022
Página de inicio: 443
Página final: 451
DOI:

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

Notas: ISI