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Prediction of pK(a) values of neutral and alkaline drugs with particle swarm optimization algorithm and artificial neural network.
Bingsheng Chen
Huaijin Zhang
Mengshan Li
Published in:
Neural Comput. Appl. (2019)
Keyphrases
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particle swarm optimization algorithm
artificial neural networks
particle swarm optimization
convergence speed
global search
particle swarm
pso algorithm
prediction accuracy
drug design
ann models
input variables
inertia weight
neural network
human immunodeficiency virus
predictive model
back propagation
multilevel thresholding
genetic algorithm ga
multi layer perceptron
artificial bee colony algorithm
prediction model
global optimization
improved pso algorithm
evolution strategy
convergence rate
differential evolution
fault diagnosis
genetic algorithm