Concepedia

Identification of the appropriate architecture of multilayer feed-forward neural network for estimation of NPPs parameters using the GA in combination with the LM and the BR learning algorithms

Khalil Moshkbar-Bakhshayesh

Annals of Nuclear Energy · 2021 · 16 citations · 13 references

Concepts

Br Learning AlgorithmsNpps ParametersMachine LearningAppropriate Architecture

References

13

Genetic Algorithms

John H. Holland · Scientific American · 1992 · 5.1K citations

Review on Methods to Fix Number of Hidden Neurons in Neural Networks

K. Gnana Sheela, S. N. Deepa · Mathematical Problems in Engineering · 2013 · 933 citations · Full text

Fix Number, Engineering, Machine Learning +17

Particle swarm optimisation for feature selection in classification: Novel initialisation and updating mechanisms

Bing Xue, Mengjie Zhang, Will N. Browne · Applied Soft Computing · 2013 · 606 citations

Artificial Intelligence, Updating Mechanisms, Evolutionary Data Mining +13

Improved Computation for Levenberg–Marquardt Training

Bogdan M. Wilamowski, Hao Yu · IEEE Transactions on Neural Networks · 2010 · 602 citations

Model Optimization, Levenberg–marquardt Training, Gradient Vector +13

A novel approach for determining the optimal number of hidden layer neurons for FNN’s and its application in data mining

Shuxiang Xu, Ling Chen · eCite Digital Repository (University of Tasmania) · 2008 · 180 citations · Full text