A Large Population Size Can Be Unhelpful in Evolutionary Algorithms
Tianshi ChenKe TangGuoliang ChenXin YaoPublished in: CoRR (2012)
Keyphrases
- evolutionary algorithm
- population size
- genetic algorithm
- initial population
- mutation rate
- multi objective
- evolutionary computation
- differential evolution algorithm
- optimization problems
- differential evolution
- fitness function
- genetic programming
- island model
- simulated annealing
- parameter settings
- multi objective optimization
- markov chain
- crossover operator
- genetic operators
- optimization method
- mutation operator
- evolutionary search
- fitness landscape
- evolutionary process
- artificial neural networks
- evolution strategy
- optimization algorithm
- computational intelligence