Genetic Algorithm with Parameters Optimization Mechanism for Hard Scheduling Problems.
Hong-Li YinYong-Ming WangPublished in: CIT (2012)
Keyphrases
- genetic algorithm
- scheduling problem
- squeaky wheel
- parameter optimization
- job shop scheduling problem
- evolutionary strategy
- evolutionary algorithm
- fine tuning
- greedy algorithm
- optimization method
- optimization algorithm
- optimal parameters
- fitness function
- evolutionary computation
- constrained optimization
- processing times
- real coded
- sensitivity analysis
- parameter values
- artificial immune system
- optimization procedure
- job shop scheduling
- parameter settings
- neural network
- global optimization
- multi objective
- np hard
- simulated annealing
- expectation maximization
- genetic algorithm ga
- parameter space
- optimization process
- metaheuristic
- parameter estimation
- tabu search
- evolution strategy
- particle swarm optimization
- maximum likelihood
- optimization problems
- fuzzy logic
- objective function
- flowshop
- highly non linear
- immune genetic algorithm
- mutation probability