On Parameter Selection for Reducing Premature Convergence of Genetic Algorithms.
Hong-Kyu LeeDong Hwan LeeRan ZhaoGordon K. LeeMoonnoh LeePublished in: CAINE (2010)
Keyphrases
- parameter selection
- premature convergence
- mutation operator
- genetic algorithm
- differential evolution
- genetic algorithm ga
- global search
- hybrid algorithm
- crossover and mutation
- evolutionary algorithm
- particle swarm
- search capabilities
- particle swarm optimization
- genetic operators
- fitness function
- adaptive regularization
- pso algorithm
- simulated annealing
- convergence speed
- population diversity
- global optima
- crossover operator
- function optimization
- optimization method
- particle swarm optimization pso
- convergence rate
- artificial neural networks
- model selection
- evolutionary computation
- solution space
- differential evolution algorithm
- initial population
- neural network
- particle swarm optimisation
- swarm intelligence
- evolutionary strategy
- fuzzy logic
- multi objective
- optimal solution
- evolution strategy
- optimization algorithm
- search algorithm
- metaheuristic
- particle swarm optimization algorithm
- computational intelligence
- optimization problems
- ls svm
- nsga ii
- genetic programming
- global optimization
- tabu search