Optimization

Contents:

• Basics
  • Timeseries
  • OptimizationProblem
  • run_optimization_problem()
• Time discretization
  • CollocatedIntegratedOptimizationProblem
• Modelica models
  • ModelicaMixin
• CSV I/O
  • CSVMixin
• Delft-FEWS I/O
  • PI-XML
  • NetCDF
• Bookkeeping of linearization parameters
  • LinearizationMixin
• Lookup tables
  • LookupTable
  • CSVLookupTableMixin
• Treatment of nonconvexities using homotopy
  • HomotopyMixin
• Initial state estimation
  • InitialStateEstimationMixin
• Multi-objective optimization
  • Main idea
  • Goals
  • Converting goals to constraints
  • Linearized order
  • Minimize absolute value
• Forecast uncertainty
  • ControlTreeMixin
  • PlanningMixin