Parameters optimization of support vector regression based on immune particle swarm optimization algorithm.
Yan WangJuexin WangWei DuChen ZhangYu ZhangChunguang ZhouPublished in: GEC Summit (2009)
Keyphrases
- particle swarm optimization algorithm
- particle swarm
- global search
- support vector
- particle swarm optimization
- inertia weight
- evolution strategy
- convergence speed
- global optimization
- pso algorithm
- estimation of distribution algorithms
- artificial bee colony algorithm
- fitness values
- multilevel thresholding
- parameter optimization
- optimization problems
- optimization method
- improved pso algorithm
- optimization algorithm
- gaussian process
- feature selection
- computer simulation
- kernel function
- evolutionary strategy
- search space
- optimization methods
- clonal selection algorithm
- parameter settings
- combinatorial optimization
- ant colony optimization