Simulation-based scheduling of a large-scale industrial formulation plant using a heuristics-assisted genetic algorithm.
Christian KlankeDominik R. BleidornChristian KoslowskiChristian SonntagSebastian EngellPublished in: GECCO Companion (2021)
Keyphrases
- genetic algorithm
- list scheduling
- scheduling problem
- integer linear programming formulation
- branch and bound procedure
- heuristic solution
- fuzzy logic
- industrial applications
- real world
- job shop scheduling problem
- scheduling algorithm
- fitness function
- iterative repair
- genetic programming
- search algorithm
- chemical process
- small scale
- multi objective
- flexible manufacturing systems
- tabu search
- neural network
- artificial neural networks
- evolutionary algorithm
- round robin
- resource constraints
- genetic algorithm ga
- control strategies
- control system
- real time control
- genetic search
- power plant
- job shop
- simulated annealing
- branch and bound
- optimization method
- resource allocation