Scheduling and batching with evolutionary algorithms in simulation-optimization of an industrial formulation plant.
Christian KlankeSebastian EngellPublished in: Comput. Ind. Eng. (2022)
Keyphrases
- evolutionary algorithm
- optimization problems
- scheduling problem
- evolution strategy
- multi objective
- optimization method
- evolutionary computation
- optimization algorithm
- evolutionary strategy
- multidisciplinary design optimization
- optimization procedure
- fitness function
- multiple objectives
- differential evolution
- vehicle routing
- multi objective optimization
- evolutionary search
- optimization methods
- genetic programming
- genetic algorithm
- batch processing
- precedence constraints
- simulated annealing
- metaheuristic
- industrial applications
- parallel machines
- computational intelligence
- global optimization
- optimization criteria
- particle swarm
- quadratic programming
- robust optimization
- convex relaxation
- constrained optimization
- efficient optimization
- scheduling algorithm
- resource allocation
- alternating optimization
- container terminal
- release dates
- lagrange multipliers
- evolutionary process
- multiobjective optimization