Neural network based swarm concept for prediction asphaltene precipitation due to natural depletion
Highlights
► Integrating artificial neural network and HGAPSO has been illustrated. ► HGAPSO-ANN model combines local and global searching ability of the ANN and HGA PSO, respectively. ► Predictive model of asphaltene precipitation has been introduced. ► To prevent improper convergence parameters of algorithm are carefully assigned.
Keywords
asphaltene
genetic algorithm
particle swarm optimization
neural network
natural depletion
porous media
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