Traffic Control on Cruise Ships for Autonomous Vehicles Applying Artificial Neural Network


Article PDF :

Veiw Full Text PDF

Article type :

Original Article

Author :

Ezequiel Gómez Dominguez; Jorge Cein Villanueva Guzman; Victor Manuel Arias Peregrino; Julio Cesar Romellón Cerino; Juan Carlos Arias Peregrino

Volume :

10

Issue :

04

Abstract :

The Artificial Neural Networks, from their origin, are oriented to solve problems in the same way as the human brain would. They use real data for their training and, through various algorithms, they seek to reach an optimal solution. In the present article the design of a Neuronal Artificial Network of multi layer perceptron type (PMC) for the control of autonomous vehicles in cruises is proposed. The training of the network was carried out applying Hyperbolic Tangent Sigmoid, Hyperbolic Log-Sigmoid and finally the linear functions.

Keyword :

Neural Network, Robotics, Multilayer Perceptron, automation
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