Improvements of real coded genetic algorithms based on differential operators preventing premature convergence
O. HrstkaAnna KucerováPublished in: CoRR (2009)
Keyphrases
- premature convergence
- real coded genetic algorithms
- crossover operator
- mutation operator
- differential operators
- differential evolution
- genetic algorithm ga
- genetic algorithm
- evolutionary algorithm
- particle swarm
- fitness function
- global search
- pso algorithm
- convergence speed
- traveling salesman problem
- vector field
- hybrid algorithm
- particle swarm optimization
- multiscale
- solution space
- convergence rate
- particle swarm optimization pso
- particle swarm optimization algorithm
- multiple scales
- scale space
- optimization method
- partial differential equations
- simulated annealing
- neural network
- artificial neural networks
- optimization algorithm
- genetic programming
- gaussian derivatives
- optimization problems
- swarm intelligence
- global optimization
- np hard
- optimal solution