A review of genetic-based evolutionary algorithms in SVM parameters optimization.
Weizhen JiDeer LiuYifei MengYun XuePublished in: Evol. Intell. (2021)
Keyphrases
- evolutionary algorithm
- optimization problems
- evolutionary strategy
- genetic algorithm
- evolution strategy
- differential evolution
- multi objective
- evolutionary computation
- parameter optimization
- optimization method
- estimation of distribution algorithms
- optimization algorithm
- evolutionary search
- support vector
- fitness function
- differential evolution algorithm
- fine tuning
- maximum likelihood
- simulated annealing
- multi class
- support vector machine
- multidisciplinary design optimization
- optimization criteria
- kernel parameters
- optimal parameters
- neural network
- mutation operator
- genetic programming
- svm classifier
- feature selection
- convex quadratic optimization
- island model
- highly non linear
- fitness landscape
- support vector machine svm
- parameter estimation
- combinatorial optimization
- parameter values
- particle swarm
- multi objective optimization
- optimization process
- control parameters
- quadratic programming
- nsga ii
- optimization methods
- multi objective evolutionary algorithms
- knn
- decision trees
- support vectors
- crossover operator
- hybrid method