Evolutionary artificial neural networks for accurate solar radiation prediction
Sign Up to like & getrecommendations! Published in 2020 at "Energy"
DOI: 10.1016/j.energy.2020.118374
Abstract: Abstract This paper evaluates the performance of different evolutionary neural network models in a problem of solar radiation prediction at Toledo, Spain. The prediction problem has been tackled exclusively from satellite-based measurements and variables, which… read more here.
Keywords: radiation prediction; neural networks; solar radiation; evolutionary neural ... See more keywords
Adaptive evolutionary neural control of perturbed nonlinear serial PAM robot
Sign Up to like & getrecommendations! Published in 2017 at "Neurocomputing"
DOI: 10.1016/j.neucom.2017.06.036
Abstract: Abstract This paper proposes a novel adaptive joint position control system for a highly nonlinear SCARA serial robot using the pneumatic artificial muscle (PAM) actuator. First the new inverse and forward neural NARX (IFNN) models… read more here.
Keywords: serial pam; adaptive evolutionary; control; robot ... See more keywords
A Survey on Evolutionary Neural Architecture Search
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2021.3100554
Abstract: Deep neural networks (DNNs) have achieved great success in many applications. The architectures of DNNs play a crucial role in their performance, which is usually manually designed with rich expertise. However, such a design process… read more here.
Keywords: architecture search; survey evolutionary; evolutionary neural; neural architecture ... See more keywords