Neural network classifier optimization using Differential Evolution with Global Information and Back Propagation algorithm for clinical datasets.
N. LeemaHarichandran Khanna NehemiahArputharaj KannanPublished in: Appl. Soft Comput. (2016)
Keyphrases
- back propagation
- optimization algorithm
- differential evolution
- neural network
- bp algorithm
- levenberg marquardt
- artificial neural networks
- learning algorithm
- training algorithm
- feed forward neural networks
- harmony search
- global optimization problems
- evolution strategy
- bp neural network
- optimization method
- evolutionary algorithm
- global information
- particle swarm optimization
- differential evolution algorithm
- backpropagation neural network
- weight update
- hybrid algorithm
- trained neural network
- feedforward neural networks
- convergence speed
- rbf network
- fuzzy logic
- particle swarm
- mathematical model
- multi objective
- genetic algorithm
- evolutionary strategy
- multilayer neural network
- real coded
- steepest descent method
- ant colony optimization
- least squares
- decision making
- error function
- crossover operator
- parameter optimization
- neural network model
- function optimization
- global optimization
- bp network
- simulated annealing
- radial basis
- cost function
- training data
- artificial intelligence
- multi layer neural network