Non-Convex Feedback Optimization With Input and Output Constraints.
Verena HäberleAdrian HauswirthLukas OrtmannSaverio BolognaniFlorian DörflerPublished in: IEEE Control. Syst. Lett. (2021)
Keyphrases
- constrained optimization
- desired output
- inequality constraints
- input data
- feedback loop
- quasiconvex
- nonlinear programming
- multiple output
- input variables
- risk minimization
- output space
- dual variables
- optimization problems
- optimization process
- constrained minimization
- convex constraints
- convex relaxation
- minimize a cost function
- constraint satisfaction
- convex programming
- relevance feedback
- optimization methods
- optimization method
- linear constraints
- finite number
- quadratic program
- decision variables
- semi definite programming
- control signals
- efficient optimization
- equality constraints
- optimization criteria
- hidden units
- neural network
- convex sets
- globally optimal
- global constraints
- piecewise linear
- convex optimization
- global optimization
- objective function