Rapid Production Rescheduling for Flow Shop Under Machine Failure Disturbance Using Hybrid Perturbation Population Genetic Algorithm-Artificial Neural Networks (PPGA-ANNs).
Pakkaporn SaophanWarut PannakkongRaveekiat SinghaphanduVan-Nam HuynhPublished in: IEEE Access (2023)
Keyphrases
- artificial neural networks
- flowshop
- genetic algorithm
- scheduling problem
- tabu search
- job shop
- population size
- mutation operator
- special case
- neural network
- sequence dependent setup times
- flowshop scheduling
- asymptotic optimality
- setup times
- shop floor
- genetic algorithm ga
- back propagation
- processing times
- job shop scheduling problem
- maximum lateness
- simulated annealing
- metaheuristic
- using artificial neural networks
- minimizing makespan
- np hard
- ann models
- single machine
- application of artificial neural networks
- ant colony optimization
- computational intelligence
- multilayer perceptron
- production planning
- open shop
- unrelated parallel machines
- flowshop scheduling problems
- job shop scheduling
- production scheduling
- improved harmony search algorithm
- feed forward neural networks
- production system
- fitness function
- evolutionary algorithm
- release dates
- precedence constraints
- parallel machines
- multi objective
- manufacturing process
- strongly np hard
- crossover operator
- bp neural network
- manufacturing cell
- neural network model
- differential evolution
- optimal solution