Algorithm development based on artificial intelligence for function manipulation and comparation with numerical techniques used in engineering teaching

Caio Luiz Nunes, Elias Rocha Gonçalves Júnior, Virgínia Siqueira Gonçalves, Bianca Siqueira Gonçalves, Elias Rocha Gonçalves
2020 International Journal of Advanced Engineering Research and Science  
This paper aims to develop and verify the efficiency of algorithm aplications and compare them with the numerical techniques used in engineering areas, stem from structures of neural network for function approximation. For that, function modeling were used, based on complex formulas, making approximation mandatory. The statement investigated is that neural networks are capable to solve with great accuracy problems of this kind. As a test model, a measurement approximation of thermodynamics
more » ... s (saturated water) was carried and it was compared with the results of traditional methods (linear and quadratic functions), confirming the efficiency and possibility of its use.
doi:10.22161/ijaers.77.10 fatcat:ycroqvaavzchtjujdsfyjxamfy