CONTINUED LEARNING IN ARTIFICIAL INTELLIGENCE TECHNIQUES: An Application to Aeronautical Structural Failure Diagnosis - Couverture souple

Silva Frutuoso De Souza, Simone; Parra Dos Anjos Lima, Fernando; Roberto Chavarrete, Fábio

 
9786203810431: CONTINUED LEARNING IN ARTIFICIAL INTELLIGENCE TECHNIQUES: An Application to Aeronautical Structural Failure Diagnosis
Couverture souple
ISBN 10 : 6203810436 ISBN 13 : 9786203810431
Editeur : Our Knowledge Publishing, 2021

Synopsis

This book presents an intelligent system with continuous learning, inspired in the biological immune system operation, to perform integrity monitoring in aeronautical structures. This intelligent system is composed of techniques based on artificial immune systems (IAS), such as the negative selection algorithm (NSA) and the clonal selection algorithm (CSA). Artificial immune systems constitute powerful tools suitable for performing complex tasks such as diagnostics. Because it is a stable, reliable and adaptive architecture, it allows the inclusion of the continuous learning module. Thus, the system becomes more efficient as new information is processed and made available. This property is an advantage of EISs, because they allow the possibility of continuous learning. Finally, the proposed algorithm was evaluated using data obtained from a numerical model of an aeronautical structure.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Our Knowledge Publishing
Date d'édition
2021
Langue
anglais
ISBN 10 
6203810436
ISBN 13 
9786203810431
Reliure
Broché
Nombre de pages
76
Coordonnées du fabricant
non disponible
Personne responsable
non disponible