A data envelopment analysis-informed neural network for production frontier estimation with soft regularization of production axioms
This article presents DEAINN, a DEA-informed neural network that embeds production axioms to improve frontier estimation accuracy, generalization, scalability, and energy-efficiency analysis.
A data envelopment analysis-informed neural network for production frontier estimation with soft regularization of production axioms
This article presents DEAINN, a DEA-informed neural network that embeds production axioms to improve frontier estimation accuracy, generalization, scalability, and energy-efficiency analysis.