A large population size can be unhelpful in evolutionary algorithms.
Tianshi ChenKe TangGuoliang ChenXin YaoPublished in: Theor. Comput. Sci. (2012)
Keyphrases
- evolutionary algorithm
- population size
- genetic algorithm
- initial population
- mutation rate
- island model
- multi objective
- optimization problems
- differential evolution
- differential evolution algorithm
- evolutionary computation
- fitness function
- genetic operators
- simulated annealing
- parameter settings
- genetic programming
- markov chain
- evolution strategy
- multi objective optimization
- fitness landscape
- neural network
- evolutionary computing
- mutation operator
- nsga ii
- evolutionary search
- particle swarm