Uses of Interface
de.labathome.trustconstr.interfaces.Jacobian

Packages that use Jacobian

Package	Description
de.labathome.trustconstr

Uses of Jacobian in de.labathome.trustconstr

Classes in de.labathome.trustconstr that implement Jacobian

Modifier and Type	Class	Description
final class	CombinedConstraint	Concatenation of several LinearConstraint / NonlinearConstraint objects into a single Constraint + Jacobian that the orchestrator can pass straight to EqualityConstrainedSQP.eqSQP(de.labathome.trustconstr.interfaces.IFunctionAndConstraint, de.labathome.trustconstr.interfaces.IGradientAndJacobian, de.labathome.trustconstr.interfaces.LagrangeHessian, de.labathome.trustconstr.matrix.Matrix, double, de.labathome.trustconstr.matrix.Matrix, de.labathome.trustconstr.matrix.Matrix, de.labathome.trustconstr.matrix.Matrix, de.labathome.trustconstr.interfaces.StoppingCriterion, de.labathome.trustconstr.records.State, double, double, de.labathome.trustconstr.enums.ProjectionMethod, de.labathome.trustconstr.matrix.Matrix, de.labathome.trustconstr.matrix.Matrix, de.labathome.trustconstr.interfaces.LinearOperator) or TrustRegionInteriorPoint.trustRegionInteriorPoint(java.util.function.ToDoubleBiFunction<de.labathome.trustconstr.matrix.Matrix, java.lang.Object>, java.util.function.BiFunction<de.labathome.trustconstr.matrix.Matrix, java.lang.Object, de.labathome.trustconstr.matrix.Matrix>, de.labathome.trustconstr.interfaces.LagrangeHessian, int, int, int, de.labathome.trustconstr.interfaces.Constraint, de.labathome.trustconstr.interfaces.Jacobian, de.labathome.trustconstr.matrix.Matrix, double, de.labathome.trustconstr.matrix.Matrix, de.labathome.trustconstr.matrix.Matrix, de.labathome.trustconstr.matrix.Matrix, de.labathome.trustconstr.matrix.Matrix, de.labathome.trustconstr.matrix.Matrix, de.labathome.trustconstr.interfaces.GlobalStoppingCriteria, boolean[], double, de.labathome.trustconstr.records.State, double, double, double, double, de.labathome.trustconstr.enums.ProjectionMethod).
class	LinearConstraint	Linear constraint of the form
class	NonlinearConstraint	Nonlinear constraint of the form
final class	SparsityForcedConstraint	Decorator that wraps a Constraint + Jacobian source and forces the jacEq / jacIneq return values to a specific sparsity.

Methods in de.labathome.trustconstr with type parameters of type Jacobian

Modifier and Type	Method	Description
static <C extends Constraint & Jacobian> OptimizeResult	MinimizeTrustConstr.minimize(Function<Matrix,Double> fun, Matrix x0, C constraint, int maxIter, double xtol, double gtol)	Most general convenience overload: only the objective function is supplied.
static <C extends Constraint & Jacobian> OptimizeResult	MinimizeTrustConstr.minimize(Function<Matrix,Double> fun, Function<Matrix,Matrix> grad, HessianUpdateStrategy strategy, Matrix x0, C constraint, int maxIter, double xtol, double gtol)	Convenience overload accepting any HessianUpdateStrategy (BFGS, SR1, custom).
static <C extends Constraint & Jacobian> OptimizeResult	MinimizeTrustConstr.minimize(Function<Matrix,Double> fun, Function<Matrix,Matrix> grad, Matrix x0, C constraint, int maxIter, double xtol, double gtol)	Convenience overload that approximates the objective Hessian via a fresh BFGS update strategy -- the scipy-default behaviour when hess is omitted from the user call.
static <C extends Constraint & Jacobian> OptimizeResult	MinimizeTrustConstr.minimize(Function<Matrix,Double> fun, Function<Matrix,Matrix> grad, Function<Matrix,Matrix> hess, Matrix x0, C constraint, int maxIter, double xtol, double gtol)	General-purpose entry point: routes to MinimizeTrustConstr.minimizeEqualityConstrained(java.util.function.Function<de.labathome.trustconstr.matrix.Matrix, java.lang.Double>, java.util.function.Function<de.labathome.trustconstr.matrix.Matrix, de.labathome.trustconstr.matrix.Matrix>, java.util.function.Function<de.labathome.trustconstr.matrix.Matrix, de.labathome.trustconstr.matrix.Matrix>, de.labathome.trustconstr.matrix.Matrix, C, int, double, double) when the constraint has only equality rows, and to a TrustRegionInteriorPoint-driven path when any inequality rows are present.
static <C extends Constraint & Jacobian> OptimizeResult	MinimizeTrustConstr.minimizeEqualityConstrained(Function<Matrix,Double> fun, Function<Matrix,Matrix> grad, Function<Matrix,Matrix> hess, Matrix x0, C eq, int maxIter, double xtol, double gtol)	Convenience entry point covering the equality-constrained slice of the trust-constr API: a scalar objective with an explicit gradient and Hessian, subject to optional pure-equality constraints from a single LinearConstraint or NonlinearConstraint.

Methods in de.labathome.trustconstr with parameters of type Jacobian

Modifier and Type	Method	Description
static StatefulResult	TrustRegionInteriorPoint.trustRegionInteriorPoint(ToDoubleBiFunction<Matrix,Object> fun, BiFunction<Matrix,Object,Matrix> grad, LagrangeHessian lagrHess, int nVars, int nIneq, int nEq, Constraint constr, Jacobian jac, Matrix x0, double fun0, Matrix grad0, Matrix constrIneq0, Matrix jacIneq0, Matrix constrEq0, Matrix jacEq0, GlobalStoppingCriteria stopCrit, boolean[] enforceFeasibility, double xtol, State state, double initialBarrierParameter, double initialTolerance, double initialPenalty, double initialTrustRadius, ProjectionMethod factorizationMethod)	Trust-region interior-point solve.

Constructors in de.labathome.trustconstr with parameters of type Jacobian

Modifier	Constructor	Description
	BarrierSubproblem(Matrix x0, Matrix s0, ToDoubleBiFunction<Matrix,Object> fun, BiFunction<Matrix,Object,Matrix> grad, LagrangeHessian lagrHess, long nVars, long nIneq, long nEq, Constraint constr, Jacobian jac, double barrierParameter, double tolerance, boolean[] enforceFeasibility, GlobalStoppingCriteria globalStopCriteria, double xtol, double fun0, Matrix grad0, Matrix constrIneq0, Matrix jacIneq0, Matrix constrEq0, Matrix jacEq0)	Construct the barrier subproblem at a starting iterate.