The attempt to use the MLP neural networks to mark the work of the motor-car body deformation as a result of road collision with a limited amount of data

Abstract

In the article the result of the attempt to use the MLP neural network to define the state of the motor-car body deformation as a result of road collision is presented. As the research parameter the size of damage of the car of the aggrieved party was assumed, defined by the work of the motor-car body deformation Wdef. The elements of the mechanism of the damaging event determining the size of the damage were the interior factors of the system. The research was conducted on one thousand cases submitted to liquidate in the Silesian branch of one of the insurance companies. The conducted research checked the functioning of the neural network in case of limited amount of initial expert data.

Keywords

• MLP neural network
• damaging event determining
• motor-car body deformation
• initial expert data