Optimization Solvers (Tao)

The Toolkit for Advance Optimization Tao, provides a large suite of optimization solvers for unconstrained and constrained problems. Users guide chapter: TAO: Optimization Solvers.

Beginner - Basic usage

TAOADMM TAOALMM TAOASFLS TAOASILS TAOBLMVM TAOBMRM TAOBNCG TAOBNK TAOBNLS TAOBNTL TAOBNTR TAOBQNKLS TAOBQNKTL TAOBQNKTR TAOBQNLS TAOBQPIP TAOBRGN TAOCG TAOGPCG TAOIPM

TAOLCL TAOLMVM TAONLS TAONM TAONTL TAONTR TAOOWLQN TAOPDIPM TAOPOUNDERS TAOSSFLS TAOSSILS TAOTRON TaoBRGNSetRegularizerWeight TaoConvergedReason TaoCreate TaoDestroy TaoGetGradient TaoGetGradientNorm TaoGetHessian TaoGetInequalityBounds

TaoGetObjective TaoGetObjectiveAndGradient TaoGetVariableBounds TaoLineSearchConvergedReason TaoLineSearchType TaoSetFromOptions TaoSetGradient TaoSetGradientNorm TaoSetHessian TaoSetInequalityBounds TaoSetObjective TaoSetObjectiveAndGradient TaoSetResidualRoutine TaoSetSolution TaoSetTolerances TaoSetVariableBounds TaoSetVariableBoundsRoutine TaoSolve TaoType TaoView

Intermediate - Setting options for algorithms and data structures

TaoADMMGetDualVector TaoADMMGetRegularizerType TaoADMMGetUpdateType TaoADMMSetRegularizerType TaoADMMSetUpdateType TaoGetApplicationContext TaoGetConstraintTolerances TaoGetConvergedReason TaoGetCurrentFunctionEvaluations TaoGetCurrentTrustRegionRadius TaoGetFunctionLowerBound TaoGetInitialTrustRegionRadius TaoGetIterationNumber TaoGetKSP TaoGetLineSearch TaoGetLinearSolveIterations TaoGetMaximumFunctionEvaluations TaoGetMaximumIterations TaoGetRecycleHistory

TaoGetResidualNorm TaoGetSolution TaoGetSolutionStatus TaoGetTolerances TaoGetTotalIterationNumber TaoGetType TaoLMVMRecycle TaoLineSearch TaoMonitorDrawCtxCreate TaoMonitorDrawCtxDestroy TaoMonitorSet TaoPythonGetType TaoPythonSetType TaoSetApplicationContext TaoSetConstraintTolerances TaoSetConstraintsRoutine TaoSetConvergedReason TaoSetConvergenceHistory

TaoSetEqualityConstraintsRoutine TaoSetFunctionLowerBound TaoSetInequalityConstraintsRoutine TaoSetInitialTrustRegionRadius TaoSetJacobianDesignRoutine TaoSetJacobianEqualityRoutine TaoSetJacobianInequalityRoutine TaoSetJacobianResidualRoutine TaoSetJacobianRoutine TaoSetJacobianStateRoutine TaoSetMaximumFunctionEvaluations TaoSetMaximumIterations TaoSetRecycleHistory TaoSetResidualWeights TaoSetStateDesignIS TaoSetType TaoSubsetType TaoViewFromOptions

Advanced - Setting more advanced options and customization

ADMM_UPDATE_ADAPTIVE_RELAXED TAOSHELL TAOSNES TAO_ADMM_REGULARIZER_SOFT_THRESH TAO_ADMM_REGULARIZER_USER TAO_ADMM_UPDATE_ADAPTIVE TAO_ADMM_UPDATE_BASIC Tao TaoADMMGetMisfitSubsolver TaoADMMGetRegularizationSubsolver TaoADMMGetRegularizerCoefficient TaoADMMGetSpectralPenalty TaoADMMRegularizerType TaoADMMSetConstraintVectorRHS TaoADMMSetMinimumSpectralPenalty TaoADMMSetMisfitConstraintJacobian TaoADMMSetMisfitHessianChangeStatus TaoADMMSetMisfitHessianRoutine TaoADMMSetMisfitObjectiveAndGradientRoutine TaoADMMSetRegHessianChangeStatus TaoADMMSetRegularizerCoefficient TaoADMMSetRegularizerConstraintJacobian TaoADMMSetRegularizerHessianRoutine TaoADMMSetRegularizerObjectiveAndGradientRoutine TaoADMMSetSpectralPenalty TaoADMMUpdateType TaoALMMGetDualIS

TaoALMMGetMultipliers TaoALMMGetPrimalIS TaoALMMGetSubsolver TaoALMMGetType TaoALMMSetMultipliers TaoALMMSetSubsolver TaoALMMSetType TaoALMMType TaoAppendOptionsPrefix TaoBNCGGetType TaoBNCGSetType TaoBNCGType TaoBRGNGetSubsolver TaoBRGNSetDictionaryMatrix TaoBRGNSetL1SmoothEpsilon TaoBRGNSetRegularizerHessianRoutine TaoBRGNSetRegularizerObjectiveAndGradientRoutine TaoComputeDualVariables TaoComputeResidual TaoDefaultComputeGradient TaoDefaultComputeHessian TaoDefaultComputeHessianColor TaoGetADMMParentTao TaoGetConvergenceHistory TaoGetDualVariables TaoGetLMVMMatrix TaoGetOptionsPrefix

TaoGradientNorm TaoKSPSetUseEW TaoLMVMGetH0 TaoLMVMGetH0KSP TaoLMVMSetH0 TaoMonitorCancel TaoMonitorConstraintNorm TaoMonitorDefault TaoMonitorDefaultShort TaoMonitorGlobalization TaoMonitorGradient TaoMonitorGradientDraw TaoMonitorResidual TaoMonitorSolution TaoMonitorSolutionDraw TaoMonitorStep TaoMonitorStepDraw TaoRegister TaoRegisterDestroy TaoSetConvergenceTest TaoSetLMVMMatrix TaoSetOptionsPrefix TaoSetUp TaoSetUpdate TaoShellGetContext TaoShellSetContext TaoShellSetSolve

Developer - Interfaces rarely needed by applications programmers

MatCreateSubMatrixFree MatDFischer MatDSFischer TaoAddLineSearchCounts TaoBoundSolution TaoBoundStep TaoComputeConstraints TaoComputeEqualityConstraints TaoComputeGradient TaoComputeHessian TaoComputeInequalityConstraints TaoComputeJacobian TaoComputeJacobianDesign

TaoComputeJacobianEquality TaoComputeJacobianInequality TaoComputeJacobianState TaoComputeObjective TaoComputeObjectiveAndGradient TaoComputeResidualJacobian TaoComputeVariableBounds TaoDefaultConvergenceTest TaoEstimateActiveBounds TaoFinalizePackage TaoInitializePackage TaoIsGradientDefined TaoIsObjectiveAndGradientDefined

TaoIsObjectiveDefined TaoMatGetSubMat TaoMonitor TaoParametersInitialize TaoRegisterAll TaoResetStatistics TaoSetIterationNumber TaoSetTotalIterationNumber TaoSoftThreshold TaoVecGetSubVec VecFischer VecSFischer

Single list of manual pages

ADMM_UPDATE_ADAPTIVE_RELAXED MatCreateSubMatrixFree MatDFischer MatDSFischer TAOADMM TAOALMM TAOASFLS TAOASILS TAOBLMVM TAOBMRM TAOBNCG TAOBNK TAOBNLS TAOBNTL TAOBNTR TAOBQNKLS TAOBQNKTL TAOBQNKTR TAOBQNLS TAOBQPIP TAOBRGN TAOCG TAOGPCG TAOIPM TAOLCL TAOLMVM TAONLS TAONM TAONTL TAONTR TAOOWLQN TAOPDIPM TAOPOUNDERS TAOSHELL TAOSNES TAOSSFLS TAOSSILS TAOTRON TAO_ADMM_REGULARIZER_SOFT_THRESH TAO_ADMM_REGULARIZER_USER TAO_ADMM_UPDATE_ADAPTIVE TAO_ADMM_UPDATE_BASIC Tao TaoADMMGetDualVector TaoADMMGetMisfitSubsolver TaoADMMGetRegularizationSubsolver TaoADMMGetRegularizerCoefficient TaoADMMGetRegularizerType TaoADMMGetSpectralPenalty TaoADMMGetUpdateType TaoADMMRegularizerType TaoADMMSetConstraintVectorRHS TaoADMMSetMinimumSpectralPenalty TaoADMMSetMisfitConstraintJacobian TaoADMMSetMisfitHessianChangeStatus TaoADMMSetMisfitHessianRoutine TaoADMMSetMisfitObjectiveAndGradientRoutine TaoADMMSetRegHessianChangeStatus TaoADMMSetRegularizerCoefficient TaoADMMSetRegularizerConstraintJacobian TaoADMMSetRegularizerHessianRoutine TaoADMMSetRegularizerObjectiveAndGradientRoutine TaoADMMSetRegularizerType TaoADMMSetSpectralPenalty TaoADMMSetUpdateType TaoADMMUpdateType TaoALMMGetDualIS TaoALMMGetMultipliers TaoALMMGetPrimalIS TaoALMMGetSubsolver TaoALMMGetType TaoALMMSetMultipliers TaoALMMSetSubsolver TaoALMMSetType TaoALMMType TaoAddLineSearchCounts TaoAppendOptionsPrefix TaoBNCGGetType

TaoBNCGSetType TaoBNCGType TaoBRGNGetSubsolver TaoBRGNSetDictionaryMatrix TaoBRGNSetL1SmoothEpsilon TaoBRGNSetRegularizerHessianRoutine TaoBRGNSetRegularizerObjectiveAndGradientRoutine TaoBRGNSetRegularizerWeight TaoBoundSolution TaoBoundStep TaoComputeConstraints TaoComputeDualVariables TaoComputeEqualityConstraints TaoComputeGradient TaoComputeHessian TaoComputeInequalityConstraints TaoComputeJacobian TaoComputeJacobianDesign TaoComputeJacobianEquality TaoComputeJacobianInequality TaoComputeJacobianState TaoComputeObjective TaoComputeObjectiveAndGradient TaoComputeResidual TaoComputeResidualJacobian TaoComputeVariableBounds TaoConvergedReason TaoCreate TaoDefaultComputeGradient TaoDefaultComputeHessian TaoDefaultComputeHessianColor TaoDefaultConvergenceTest TaoDestroy TaoEstimateActiveBounds TaoFinalizePackage TaoGetADMMParentTao TaoGetApplicationContext TaoGetConstraintTolerances TaoGetConvergedReason TaoGetConvergenceHistory TaoGetCurrentFunctionEvaluations TaoGetCurrentTrustRegionRadius TaoGetDualVariables TaoGetFunctionLowerBound TaoGetGradient TaoGetGradientNorm TaoGetHessian TaoGetInequalityBounds TaoGetInitialTrustRegionRadius TaoGetIterationNumber TaoGetKSP TaoGetLMVMMatrix TaoGetLineSearch TaoGetLinearSolveIterations TaoGetMaximumFunctionEvaluations TaoGetMaximumIterations TaoGetObjective TaoGetObjectiveAndGradient TaoGetOptionsPrefix TaoGetRecycleHistory TaoGetResidualNorm TaoGetSolution TaoGetSolutionStatus TaoGetTolerances TaoGetTotalIterationNumber TaoGetType TaoGetVariableBounds TaoGradientNorm TaoInitializePackage TaoIsGradientDefined TaoIsObjectiveAndGradientDefined TaoIsObjectiveDefined TaoKSPSetUseEW TaoLMVMGetH0 TaoLMVMGetH0KSP TaoLMVMRecycle TaoLMVMSetH0 TaoLineSearch

TaoLineSearchConvergedReason TaoLineSearchType TaoMatGetSubMat TaoMonitor TaoMonitorCancel TaoMonitorConstraintNorm TaoMonitorDefault TaoMonitorDefaultShort TaoMonitorDrawCtxCreate TaoMonitorDrawCtxDestroy TaoMonitorGlobalization TaoMonitorGradient TaoMonitorGradientDraw TaoMonitorResidual TaoMonitorSet TaoMonitorSolution TaoMonitorSolutionDraw TaoMonitorStep TaoMonitorStepDraw TaoParametersInitialize TaoPythonGetType TaoPythonSetType TaoRegister TaoRegisterAll TaoRegisterDestroy TaoResetStatistics TaoSetApplicationContext TaoSetConstraintTolerances TaoSetConstraintsRoutine TaoSetConvergedReason TaoSetConvergenceHistory TaoSetConvergenceTest TaoSetEqualityConstraintsRoutine TaoSetFromOptions TaoSetFunctionLowerBound TaoSetGradient TaoSetGradientNorm TaoSetHessian TaoSetInequalityBounds TaoSetInequalityConstraintsRoutine TaoSetInitialTrustRegionRadius TaoSetIterationNumber TaoSetJacobianDesignRoutine TaoSetJacobianEqualityRoutine TaoSetJacobianInequalityRoutine TaoSetJacobianResidualRoutine TaoSetJacobianRoutine TaoSetJacobianStateRoutine TaoSetLMVMMatrix TaoSetMaximumFunctionEvaluations TaoSetMaximumIterations TaoSetObjective TaoSetObjectiveAndGradient TaoSetOptionsPrefix TaoSetRecycleHistory TaoSetResidualRoutine TaoSetResidualWeights TaoSetSolution TaoSetStateDesignIS TaoSetTolerances TaoSetTotalIterationNumber TaoSetType TaoSetUp TaoSetUpdate TaoSetVariableBounds TaoSetVariableBoundsRoutine TaoShellGetContext TaoShellSetContext TaoShellSetSolve TaoSoftThreshold TaoSolve TaoSubsetType TaoType TaoVecGetSubVec TaoView TaoViewFromOptions VecFischer VecSFischer