Prediction of Molecular Solvation Free Energy Based on the Optimization of Atomic Solvation Parameters with Genetic Algorithm.
Hongsuk KangHwanho ChoiHwangseo ParkPublished in: J. Chem. Inf. Model. (2007)
Keyphrases
- parameter optimization
- genetic algorithm
- optimization method
- evolutionary strategy
- genetic algorithm ga
- radial basis function neural network
- optimization algorithm
- prediction accuracy
- real coded
- prediction model
- parameter settings
- parameter estimation
- genetic algorithm is applied
- linear regression model
- root mean square error
- optimal parameters
- global search
- parameter space
- phase space reconstruction
- fine tuning
- evolution strategy
- constrained optimization
- global optimization
- immune genetic algorithm
- multi population
- parameter values
- highly non linear
- maximum likelihood
- optimization problems
- simulated annealing
- prediction algorithm
- artificial neural networks
- expectation maximization
- metaheuristic
- multi objective optimization
- differential evolution
- evolutionary algorithm
- combinatorial optimization
- mutation operator
- sensitivity analysis
- neural network
- optimization process