Title :
Applications of computational intelligence to mechanical engineering
Author :
Belfiore, Nicola Pio ; Rudas, Imre J.
Author_Institution :
Dept. Mech. & Aerosp. Eng., Sapienza Univ. of Rome, Rome, Italy
Abstract :
Most of the methods and tools of Computational Intelligence (CI), such as Artificial Neural Networks, Evolutionary Computation, Fuzzy logic, Computational Swarm Intelligence and Artificial Immune Systems, have been developed for decades. However, their applications are not disseminated as exhaustively as they could be, for many reasons. In this work, a survey on some applications of Computational Intelligence to Mechanical Engineering will be presented. This review has been based on statistical analysis of a large amount of data extracted from major bibliographic databases. This analysis provides a quantitative map of the variety of CI methods and tools and their applications to some fields of Mechanical Engineering. The results will suggest to researchers some important topics of Mechanical Engineering where CI has great potential and may improve its impact.
Keywords :
artificial immune systems; evolutionary computation; fuzzy logic; mechanical engineering computing; neural nets; statistical analysis; swarm intelligence; artificial immune system; artificial neural network; computational intelligence; computational swarm intelligence; evolutionary computation; fuzzy logic; mechanical engineering; statistical analysis; Genetic algorithms; Immune system; Mechanical engineering; Optimized production technology; Particle swarm optimization;
Conference_Titel :
Computational Intelligence and Informatics (CINTI), 2014 IEEE 15th International Symposium on
Conference_Location :
Budapest
DOI :
10.1109/CINTI.2014.7028702