Data-Driven Scenario Optimization for Automated Controller Tuning with Probabilistic Performance Guarantees.
Joel A. PaulsonAli MesbahPublished in: ACC (2021)
Keyphrases
- data driven
- optimization algorithm
- optimization problems
- real time
- control system
- fine tuning
- combinatorial optimization
- optimization methods
- real world
- multi objective
- tuning parameters
- database
- initial state
- parameter tuning
- optimization process
- global optimization
- optimization method
- generative model
- probabilistic model
- evolutionary algorithm
- bayesian networks