Global Hybrid Ant Bee Colony Algorithm for Training Artificial Neural Networks.
Habib ShahRozaida GhazaliNazri Mohd NawiMustafa Mat DerisPublished in: ICCSA (1) (2012)
Keyphrases
- learning algorithm
- detection algorithm
- artificial neural networks
- ant colony optimization
- times faster
- training algorithm
- experimental evaluation
- cost function
- ant colony
- swarm intelligence
- dynamic programming
- preprocessing
- computational cost
- computational complexity
- expectation maximization
- optimization algorithm
- feed forward neural networks
- np hard
- foraging behavior
- high accuracy
- training process
- mathematical model
- probabilistic model
- particle swarm optimization
- worst case
- k means
- objective function
- learning speed
- improved harmony search algorithm
- stochastic gradient descent
- artificial ants
- data sets
- using artificial neural networks
- training phase
- neural network model
- supervised learning
- significant improvement
- search space
- similarity measure
- neural network