Grid search based multi-population particle swarm optimization algorithm for multimodal multi-objective optimization.
Guoqing LiWanliang WangWeiwei ZhangZheng WangHangyao TuWenbo YouPublished in: Swarm Evol. Comput. (2021)
Keyphrases
- particle swarm optimization algorithm
- multi objective optimization
- multi population
- genetic algorithm
- grid search
- particle swarm optimization
- multi objective
- parameter optimization
- differential evolution
- convergence speed
- cross validation
- hyperparameters
- random forest
- generalization ability
- pso algorithm
- evolutionary algorithm
- support vector machine
- multi objective problems
- evolution strategy
- particle swarm
- global search
- model selection
- nsga ii
- hybrid algorithm
- parameter values
- fitness function
- bi objective
- particle swarm optimization pso
- multiple objectives
- simulated annealing
- fuzzy logic
- test functions
- swarm intelligence
- metaheuristic
- optimization algorithm
- ant colony optimization
- support vector regression
- evolutionary computation
- estimation of distribution algorithms
- bp neural network
- support vector
- artificial neural networks
- genetic programming
- maximum a posteriori
- training set
- neural network
- search algorithm
- multi objective evolutionary algorithms
- global optimization
- crossover operator
- support vector machine svm
- cost function
- noise level