Global versus local search: the impact of population sizes on evolutionary algorithm performance.
Thomas WeiseYuezhong WuRaymond ChiongKe TangJörg LässigPublished in: J. Glob. Optim. (2016)
Keyphrases
- evolutionary algorithm
- mutation operator
- island model
- hybrid evolutionary algorithm
- evolutionary search
- genetic algorithm
- simulated annealing
- population diversity
- initial population
- fitness values
- evolution process
- multi objective
- fitness landscape
- evolutionary process
- differential evolution
- optimization problems
- genetic operators
- fitness function
- function optimization
- fitness sharing
- search algorithm
- multi objective optimization
- search strategies
- evolutionary strategy
- mutation rate
- candidate solutions
- genetic programming
- neural network
- selection operator
- entire population
- evolution strategy
- global information
- memetic algorithm
- search procedure
- combinatorial optimization
- evolutionary computation
- search heuristics
- estimation of distribution algorithms
- differential evolution algorithm
- population dynamics
- crossover operator
- global optimization