Statistical Analysis of Parameter Setting in Real-Coded Evolutionary Algorithms.
María Isabel García ArenasPedro Ángel Castillo ValdiviesoAntonio Mora GarcíaJuan Julián Merelo GuervósJuan Luis Jiménez LaredoPablo García-SánchezPublished in: PPSN (2) (2010)
Keyphrases
- real coded
- parameter settings
- evolutionary algorithm
- statistical analysis
- genetic algorithm ga
- fitness function
- differential evolution
- genetic algorithm
- simulated annealing
- evolutionary computation
- multi objective
- optimization problems
- mutation operator
- differential evolution algorithm
- genetic programming
- parameter optimization
- particle swarm optimization pso
- multi objective optimization
- parameter values
- convergence speed
- crossover operator
- optimal parameters
- penalty function
- evolution strategy
- optimization method
- particle swarm optimization
- optimization algorithm
- metaheuristic
- particle swarm optimisation
- solution quality
- optimization methods
- ant colony algorithm
- neural network
- least squares
- learning algorithm
- expert systems
- benchmark problems
- pso algorithm