A study on real-coded genetic algorithm for process optimization using ranking selection, direction-based crossover and dynamic mutation.
Yao-Chen ChuangChyi-Tsong ChenPublished in: IEEE Congress on Evolutionary Computation (2011)
Keyphrases
- real coded
- genetic algorithm
- differential evolution
- genetic algorithm ga
- fitness function
- crossover and mutation
- mutation operator
- optimization method
- evolutionary algorithm
- crossover operator
- particle swarm optimization
- genetic programming
- ant colony algorithm
- penalty function
- fuzzy logic
- neural network
- evolution process
- function optimization problems
- fuzzy clustering
- artificial neural networks
- particle swarm optimization pso
- optimization algorithm
- multi objective optimization
- premature convergence
- evolution strategy
- selection strategy
- metaheuristic
- genetic operators
- differential evolution algorithm
- simulated annealing
- initial population
- decision making
- mutation rate
- artificial intelligence
- optimization process
- candidate solutions
- search space
- global optimization