Balancing exploration and exploitation in an adaptive three-dimensional cellular genetic algorithm via a probabilistic selection operator.
Asmaa Al-NaqiAhmet T. ErdoganTughrul ArslanYves MathieuPublished in: AHS (2010)
Keyphrases
- selection operator
- genetic algorithm
- roulette wheel selection
- crossover operator
- mutation operator
- multi objective
- genetic operators
- balancing exploration and exploitation
- constrained optimization
- evolutionary algorithm
- differential evolution
- fitness function
- mutation probability
- neural network
- constraint handling
- simulated annealing
- population diversity
- hard constraints
- genetic algorithm ga
- multi objective optimization
- optimization algorithm
- metaheuristic
- optimization method
- convergence rate
- particle swarm optimization
- genetic programming
- premature convergence
- crossover and mutation
- evolutionary computation
- reinforcement learning