Solution to the ODE-mixing tank problem using artificial neural networks

• Main Authors: Aquino, Aaron U., Dadios, Elmer P.
• Format: text
• Published: Animo Repository 2016
• Subjects: Mixing machinery; Neural networks (Computer science); Differential equations; Manufacturing
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/1932
• Institution: De La Salle University

This paper presents the use of artificial neural networks (ANN) to determine the solution one of the classic applications of differential equations, the mixing tank problem. An artificial neural network with feed-forward backpropagation is designed to predict the concentration of substance in the ta...