Simulation-based optimization of a controller for multi-car elevators using a genetic algorithm for noisy fitness function.
S. TakahashiHajime KitaHiromichi SuzukiT. SudoSandor MarkonPublished in: IEEE Congress on Evolutionary Computation (2003)
Keyphrases
- fitness function
- genetic algorithm
- genetic programming
- genetic algorithm ga
- simulation based optimization
- evolutionary algorithm
- evolutionary computation
- genetic operators
- fitness evaluation
- neural network
- crossover and mutation
- crossover operator
- control system
- initial population
- evolutionary process
- evolutionary search
- search space
- multi objective
- computational methods
- real coded
- metaheuristic
- constrained optimization problems
- car racing
- fuzzy logic
- multi objective optimization
- particle swarm
- mutation operator
- particle swarm optimisation
- global search
- simulated annealing
- penalty function
- simulated annealing algorithm
- binary particle swarm optimization
- differential evolution
- data mining techniques
- genetic algorithm is employed