Evaluating genetic algorithms with different population structures on a lot sizing and scheduling problem.
Claudio Fabiano Motta ToledoPaulo Morelato FrançaKalianne Almeida RosaPublished in: SAC (2008)
Keyphrases
- optimal solution
- lot sizing
- setup times
- scheduling problem
- np hard
- metaheuristic
- sequence dependent setup times
- genetic algorithm
- tabu search
- multi item
- rolling horizon
- multistage
- single machine
- population size
- single item
- mixed integer
- cutting stock
- parallel machines
- assembly systems
- inventory systems
- flowshop
- production planning
- lead time
- setup cost
- processing times
- simulated annealing
- precedence constraints
- mixed integer program
- mixed integer programming
- supplier selection
- planning horizon
- lot size
- single machine scheduling problem
- particle swarm optimization
- dynamic programming
- evolutionary algorithm
- stochastic inventory control