A Novel Simulated Annealing-Based Learning Algorithm for Training Support Vector Machines.
Madson Luiz Dantas DiasAjalmar R. da Rocha NetoPublished in: ISDA (2016)
Keyphrases
- training support vector machines
- simulated annealing
- learning algorithm
- working set selection
- decomposition methods
- support vector machine
- simulated annealing algorithm
- tabu search
- evolutionary algorithm
- metaheuristic
- genetic algorithm
- training data
- machine learning algorithms
- learning scheme
- global optimum
- back propagation
- stochastic search
- supervised learning
- machine learning
- active learning
- genetic algorithm ga
- learning tasks
- decomposition method
- databases
- reversible jump mcmc
- hill climbing
- training samples
- learning rate
- solution quality
- constraint satisfaction problems
- labeled data
- learning process
- neural network