Parameter optimisation of support vector machine using mutant particle swarm optimisation for diagnosis of metal-oxide surge arrester conditions.
Chien-Nan ChenThom Thi HoangMing-Yuan ChoPublished in: J. Exp. Theor. Artif. Intell. (2019)
Keyphrases
- particle swarm optimisation
- support vector machine
- metal oxide
- optimal parameters
- optimisation algorithm
- optimisation problems
- optimization algorithm
- pso algorithm
- genetic algorithm
- particle swarm optimization
- x ray
- search capabilities
- fitness function
- genetic algorithm ga
- solid state
- differential evolution
- particle swarm optimization pso
- support vector regression
- training data
- control parameters
- kernel function
- machine learning
- feature selection
- support vector
- inertia weight
- particle swarm optimizer
- high speed
- parameter values
- particle swarm
- premature convergence
- search algorithm
- feature vectors
- penalty function
- global search
- global optimization
- control system
- support vector machine svm
- parameter settings