The Benefits of Population Diversity in Evolutionary Algorithms: A Survey of Rigorous Runtime Analyses.
Dirk SudholtPublished in: CoRR (2018)
Keyphrases
- evolutionary algorithm
- population diversity
- multi objective
- optimization problems
- fitness function
- differential evolution
- evolutionary computation
- accelerate the convergence speed
- mutation operator
- evolutionary strategy
- genetic programming
- multi objective optimization
- crossover operator
- convergence speed
- genetic operators
- particle swarm optimization
- simulated annealing
- optimization method
- evolutionary process
- roulette wheel selection
- search algorithm
- differential evolution algorithm
- genetic algorithm
- evolution strategy
- solution quality
- cost function