Self-Adjusting Population Sizes for Non-Elitist Evolutionary Algorithms: Why Success Rates Matter.
Mario Alejandro Hevia FajardoDirk SudholtPublished in: CoRR (2021)
Keyphrases
- evolutionary algorithm
- success rate
- fitness sharing
- mutation operator
- population diversity
- initial population
- multi objective
- evolutionary process
- optimization problems
- differential evolution
- evolution process
- evolutionary strategy
- fitness function
- fitness landscape
- evolutionary computation
- genetic programming
- multi objective optimization
- mutation rate
- genetic algorithm
- simulated annealing
- crossover operator
- differential evolution algorithm
- evolution strategy
- nsga ii
- genetic operators
- premature convergence
- estimation of distribution algorithms
- multi objective evolutionary algorithms
- evolutionary search
- data sets
- multiobjective optimization
- optimization method
- island model
- constrained optimization problems
- cost function