Speeding up Iterative Polyhedral Schedule Optimization with Surrogate Performance Models.
Stefan GanserArmin GrößlingerNorbert SiegmundSven ApelChristian LengauerPublished in: ACM Trans. Archit. Code Optim. (2019)
Keyphrases
- scheduling problem
- statistical models
- probabilistic model
- information systems
- response surface
- global optimization
- experimental data
- complex systems
- parameter estimation
- least squares
- case study
- optimization algorithm
- special case
- bayesian networks
- constrained optimization
- autoregressive
- learned models
- learning algorithm