Knowing the foundation of the industry 4.0 through genetic algorithms and machines learning.

Authors

  • Fernando Herrera HALLA Centro Universitário de Jaguariúna - UniFAJ
  • Jasson Marques TEIXEIRA NETO Centro Universitário de Jaguariúna - UniFAJ
  • Matheus de Carvalho GONÇALVES Centro Universitário de Jaguariúna - UniFAJ
  • Geraldo G. NETO DELGADO Centro Universitário de Jaguariúna - UniFAJ

Keywords:

Industry 4.0, Machine Learning, Genetic Algorithm

Abstract

Machine Learning (MA) has the concepts of development of computational techniques, construction of a system capable of acquiring automatic knowledge and decision making alone, have paradigms such as symbols, statistical, example and connectionist. Genetic Algorithm (GA) works with concepts on the field of evolutionary computation, are methods of optimization and seek inspiration in the mechanisms of evolution of species, with intuitive knowledge and deductive are key parts of the genetic algorithm. Without the pretension to present the historical chronology of the industry 4.0, AM and AG, the importance of concepts on the subject is verified, search through researches of scientific articles, didactic material and books, subjects for understanding of how one arrives in the industry 4.0.

Published

2019-01-01