Non-convex Feedback Optimization with Input and Output Constraints.
Verena HäberleAdrian HauswirthLukas OrtmannSaverio BolognaniFlorian DörflerPublished in: CoRR (2020)
Keyphrases
- quasiconvex
- constrained optimization
- desired output
- feedback loop
- input data
- multiple output
- optimization algorithm
- constraint satisfaction
- convex constraints
- convex relaxation
- convex programming
- inequality constraints
- dual variables
- semi infinite
- global optimization
- constrained minimization
- global constraints
- output space
- penalty functions
- semidefinite
- risk minimization
- efficient optimization
- control signals
- saddle point
- convex optimization problems
- np hard optimization problems
- hidden units
- quadratic programming
- optimization process
- convex optimization
- optimization method
- optimization problems
- input patterns
- penalty function
- finite number
- geometric constraints
- optimization methods
- combinatorial optimization
- relevance feedback
- minimize a cost function
- objective function