DiverGene: Experiments on controlling population diversity in genetic algorithm with a dispersion operator.
Anna StrzezekLudwik TrammerMarcin SydowPublished in: FedCSIS (2015)
Keyphrases
- population diversity
- selection operator
- genetic algorithm
- evolutionary algorithm
- roulette wheel selection
- crossover operator
- mutation operator
- evolutionary strategy
- particle swarm optimization
- convergence speed
- premature convergence
- genetic algorithm ga
- search capabilities
- search efficiency
- solution quality
- fitness function
- multi objective
- differential evolution
- evolutionary computation
- genetic operators
- accelerate the convergence speed
- simulated annealing
- multi objective optimization
- genetic programming
- optimization problems
- global search
- pso algorithm
- hybrid algorithm
- memetic algorithm
- nsga ii
- convergence rate
- particle swarm
- optimization method
- constrained optimization
- crossover and mutation
- ant colony optimization
- particle swarm optimization pso
- swarm intelligence
- databases
- step size
- metaheuristic
- artificial neural networks
- search engine
- information retrieval
- neural network