Royal road functions and the (1 + λ) evolutionary algorithm: Almost no speed-up from larger offspring populations.
Benjamin DoerrMarvin KünnemannPublished in: IEEE Congress on Evolutionary Computation (2013)
Keyphrases
- evolutionary algorithm
- fitness function
- mutation operator
- crossover operator
- evolution process
- genetic operators
- evolutionary computation
- multi objective
- optimization problems
- fitness landscape
- evolutionary process
- initial population
- differential evolution
- genetic algorithm
- multi objective optimization
- function optimization
- simulated annealing
- evolution strategy
- differential evolution algorithm
- genetic programming
- premature convergence
- genetic algorithm ga
- island model
- memetic algorithm
- traffic accidents
- evolutionary search
- neural network
- autonomous driving