Prediction of pK(a) values of neutral and alkaline drugs with particle swarm optimization algorithm and artificial neural network.
Bingsheng ChenHuaijin ZhangMengshan LiPublished in: Neural Comput. Appl. (2019)
Keyphrases
- 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