Using Neural Networks for Fast Numerical Integration and Optimization

We present a novel numerical integration technique, Neural Network Integration , or NNI, where shallow neural network design is used to approximate an integrand function within a bounded set. This function approximation is such that a closed-form solution exists to its definite integral across any g...

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Veröffentlicht in:	IEEE access 2020, Vol.8, p.84519-84531
Hauptverfasser:	Lloyd, Steffan, Irani, Rishad A., Ahmadi, Mojtaba
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Closed form solutions Computer architecture Domains Exact solutions Integral equations Integrals Mathematical analysis neural network Neural networks Numerical integration Optimization Training
Online-Zugang:	Volltext
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