Setting of Candidate Solutions Considering Confidence Intervals in Differential Evolution.
Akira NotsuMasaya SakakibaraSeiki UbukataKatsuhiro HondaPublished in: iFUZZY (2018)
Keyphrases
- differential evolution
- confidence intervals
- candidate solutions
- evolution strategy
- final result
- evolutionary algorithm
- genetic algorithm
- fitness function
- convergence speed
- optimization problems
- optimization method
- differential evolution algorithm
- genetic operators
- particle swarm optimization
- sample size
- optimization process
- optimization algorithm
- global search
- mutation operator
- search space
- markov chain
- computationally expensive
- multi objective evolutionary algorithms
- particle swarm optimization pso
- multi objective optimization
- multi objective
- test set
- evolutionary computation
- monte carlo
- conditional probabilities
- solution space
- roc curve
- artificial bee colony
- black box
- metaheuristic
- crossover operator
- upper bound
- test problems
- genetic programming
- neural network
- optimal solution
- error rate