Probabilistic Job History Conversion and Performance Model Generation for Malleable Scheduling Simulations.
Isaías ComprésEishi ArimaMartin SchulzTiberiu RotaruRui MachadoPublished in: ISC Workshops (2023)
Keyphrases
- identical parallel machines
- job shop
- job scheduling
- batch processing
- scheduling problem
- maximum lateness
- deteriorating jobs
- release times
- scheduling jobs
- identical machines
- release dates
- bayesian networks
- processing times
- scheduling algorithm
- single machine
- parallel machines
- flowshop
- probabilistic model
- job shop scheduling
- round robin
- flexible manufacturing systems
- resource allocation
- e learning
- evolutionary algorithm
- data driven
- generative model
- tabu search
- dynamic scheduling
- uncertain data
- completion times
- resource consumption
- resource constraints
- probabilistic reasoning