Data-Driven Scenario Optimization for Automated Controller Tuning with Probabilistic Performance Guarantees.
Joel A. PaulsonAli MesbahPublished in: CoRR (2020)
Keyphrases
- data driven
- probabilistic model
- discrete optimization
- real time
- optimization process
- control system
- optimization model
- semi automated
- control theory
- global optimization
- optimization algorithm
- optimization problems
- database
- real world
- tuning parameters
- neural network controller
- feedback control
- initial state
- fine tuning
- control architecture
- power system stabilizer
- control parameters
- parameter tuning
- constrained optimization
- control algorithm
- control strategy
- posterior probability
- closed loop
- combinatorial optimization
- generative model
- genetic algorithm