A Grid-based ACO Algorithm for Parameters Optimization in Support Vector Machines.
Xiaoli ZhangXueFeng ChenZhousuo ZhangZhengjia HePublished in: GrC (2008)
Keyphrases
- support vector
- aco algorithm
- ant colony optimization
- parameter settings
- learning machines
- aco algorithms
- optimization algorithm
- large margin classifiers
- fine tuning
- metaheuristic
- support vector machine
- parameter values
- solution quality
- optimization method
- expectation maximization
- maximum likelihood
- parameter space
- kernel function
- optimization problems
- traveling salesman problem
- generalization ability
- kernel machines
- quadratic assignment problem
- simulated annealing