Hyperparameter optimization of deep neural network using univariate dynamic encoding algorithm for searches.
Youngjun YooPublished in: Knowl. Based Syst. (2019)
Keyphrases
- optimization algorithm
- neural network
- constrained optimization
- learning algorithm
- search space
- detection algorithm
- computational complexity
- matching algorithm
- dynamic programming
- optimization process
- optimal solution
- preprocessing
- objective function
- support vector machine svm
- probabilistic model
- energy function
- optimization method
- convergence rate
- particle swarm optimization
- computational cost
- cost function
- genetic algorithm
- input data
- back propagation
- k means
- artificial neural networks
- combinatorial optimization
- support vector
- incremental learning
- similarity measure