Non-universal Suffrage Selection Operators Favor Population Diversity in Genetic Algorithms.
Federico DivinaMaarten KeijzerElena MarchioriPublished in: GECCO (2003)
Keyphrases
- selection operator
- population diversity
- evolutionary algorithm
- genetic algorithm
- crossover operator
- particle swarm optimization
- convergence speed
- solution quality
- evolutionary strategy
- search efficiency
- mutation operator
- multi objective
- search capabilities
- premature convergence
- differential evolution
- roulette wheel selection
- genetic algorithm ga
- crossover and mutation
- evolutionary computation
- simulated annealing
- genetic operators
- constrained optimization
- fitness function
- global optimization
- function optimization
- optimization problems
- accelerate the convergence speed
- genetic programming
- multi objective optimization
- hybrid algorithm
- particle swarm optimization pso
- evolutionary computing
- neural network
- test problems
- global search
- particle swarm optimization algorithm
- feasible solution
- swarm intelligence
- optimization method
- scheduling problem
- computational complexity
- fitness values
- databases