Echo state network optimization using binary grey wolf algorithm
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DOI: 10.1016/j.neucom.2019.12.069
Abstract: Abstract The echo state network (ESN) is a powerful recurrent neural network for time series modelling. ESN inherits the simplified structure and relatively straightforward training process of conventional neural networks, and shows strong computational capabilities… read more here.
Keywords: network; grey wolf; binary grey; state network ... See more keywords
Optimal residence energy management with time and device-based preferences using an enhanced binary grey wolf optimization algorithm
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DOI: 10.1016/j.seta.2020.100798
Abstract: Abstract In residential energy management (REM), time of use (TOU) of appliances scheduling based on user-defined preferences is an essential task performed by the home energy management controller. This paper devised a robust REM technique… read more here.
Keywords: satisfaction; energy; time; energy management ... See more keywords