A Bacteria-Based Metaheuristic as a Tool for Group Formation

• A. Ricardo Contreras ^[1] ; P. Valentina Hernández ^[1] ; Pedro Pinacho-Davidson ^[1] ; M. Angélica Pinninghoff ^[1]
  1. [1] Universidad de Chile

     Universidad de Chile

     Santiago, Chile

     
• Localización: Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence: 9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 – June 3, 2022, Proceedings, Part II / José Manuel Ferrández Vicente (dir. congr.), José Ramón Álvarez Sánchez (dir. congr.), Félix de la Paz López (dir. congr.), Hojjat Adeli (aut.), 2022, ISBN 978-3-031-06527-9, págs. 443-451
• Idioma: inglés
• Texto completo no disponible (Saber más ...)
• Resumen

  • 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.