API Details

• kona.Optimizer
• kona.options
• kona.linalg
  • kona.linalg.vectors
    • kona.linalg.vectors.common
      • KonaVector (base class)
      • DesignVector, StateVector and DualVector
    • kona.linalg.vectors.composite
      • CompositeVector (base class)
      • CompositePrimalVector
      • CompositeDualVector
      • PrimalDualVector
      • ReducedKKTVector
      • CompositeFactory
  • kona.linalg.matrices
    • kona.linalg.matrices.common
      • KonaMatrix (base class)
      • Derived Matrices
    • kona.linalg.matrices.hessian
      • kona.linalg.matrices.hessian.basic
        • BaseHessian (base class)
        • QuasiNewtonApprox (base class)
      • LimitedMemoryBFGS
      • LimitedMemorySR1
      • ReducedHessian
      • LagrangianHessian
      • TotalConstraintJacobian
      • ReducedKKTMatrix
      • AugmentedKKTMatrix
  • kona.linalg.solvers
    • kona.linalg.solvers.krylov
      • kona.linalg.solvers.krylov.basic
        • KrylovSolver (base class)
      • FGMRES
      • STCG
      • FLECS
      • GCROT
    • kona.linalg.solvers.util
  • kona.linalg.memory
    • KonaMemory : abstract vector-memory manager
    • VectorFactory : KonaVector generator
• kona.user
  • BasicVector
  • UserSolver
• kona.algorithms
  • kona.algorithms.util
    • kona.algorithms.util.linesearch
      • LineSearch (base class)
      • BackTracking
      • StrongWolfe
    • kona.algorithms.util.merit
      • MeritFunction (base class)
      • ObjectiveMerit
      • L2QuadraticPenalty
      • AugmentedLagrangian
  • kona.algorithms.base_algorithm
  • Unconstrained Reduced-Space Quasi-Newton
  • Unconstrained STCG-based RSNK
  • Unconstrained Predictor-Corrector
  • Equality Constrained Predictor-Corrector
  • Equality Constrained FLECS-based RSNK
  • Equality Constrained Composite-Step RSNK
  • Verifier
• kona.examples
  • Rosenbrock (multidimensional)
  • Simple2x2 (with state variables)
  • Spiral
  • SphereConstrained
  • ExponentialConstrained
  • Constrained2x2
  • SimpleMDF
  • SimpleIDF