An evolutionary algorithm for machine layout and job assignment problems.
Ruhul A. SarkerTapabrata RayJosé Barahona da FonsecaPublished in: IEEE Congress on Evolutionary Computation (2007)
Keyphrases
- evolutionary algorithm
- batch processing
- flowshop
- multi objective
- optimization problems
- evolutionary computation
- differential evolution
- fitness function
- multi objective optimization
- function optimization
- scheduling jobs
- processing times
- scheduling problem
- parallel machine scheduling problem
- identical machines
- special case
- shortest processing time
- genetic programming
- parallel machines
- genetic operators
- mutation operator
- genetic algorithm
- neural network
- release dates
- sequence dependent setup times
- database
- single machine scheduling problem
- completion times
- simulated annealing
- maximum lateness
- hybrid evolutionary algorithm