python.uq.quadrature.bilinearform.SparseGridQuadratureStrategy.SparseGridQuadratureStrategy Class Reference

Inheritance diagram for python.uq.quadrature.bilinearform.SparseGridQuadratureStrategy.SparseGridQuadratureStrategy:

Public Member Functions
	__init__ (self, U)
	computeBilinearFormEntry (self, gs, gpi, basisi, gpj, basisj, d)

Protected Attributes
	_U

Detailed Description

Generate the a quadrature strategy that uses a sparse grid to approximate
the function in the integral of the bilinear form.

Constructor & Destructor Documentation

__init__()

python.uq.quadrature.bilinearform.SparseGridQuadratureStrategy.SparseGridQuadratureStrategy.__init__	(		self,
			U
	)

Constructor
@param U list of distribution functions

References python.controller.InfoToScreenRegressor.InfoToScreenRegressor.__class__, python.uq.estimators.AnalyticEstimationStrategy.AnalyticEstimationStrategy.__class__, python.uq.estimators.MarginalAnalyticEstimationStrategy.MarginalAnalyticEstimationStrategy.__class__, python.uq.estimators.MarginalIntegralStrategy.MarginalIntegralStrategy.__class__, python.uq.learner.builder.SimulationLearnerBuilder.SimulationLearnerBuilder.__class__, python.uq.learner.Regressor.Regressor.__class__, python.uq.learner.SimulationLearnerSpecification.SimulationLearnerSpecification.__class__, python.uq.quadrature.bilinearform.DiscreteBilinearScipyQuadratureStrategy.DiscreteBilinearScipyQuadratureStrategy.__class__, python.uq.quadrature.bilinearform.PiecewiseConstantQuadratureStrategy.PiecewiseConstantQuadratureStrategy.__class__, python.uq.quadrature.bilinearform.SparseGridQuadratureStrategy.SparseGridQuadratureStrategy.__class__, python.uq.quadrature.bilinearform.UniformQuadratureStrategy.UniformQuadratureStrategy.__class__, python.uq.refinement.RefinementStrategy.AnchoredWeightedL2OptRanking.__class__, python.uq.refinement.RefinementStrategy.WeightedL2OptRanking.__class__, python.uq.refinement.RefinementStrategy.AnchoredExpectationValueOptRanking.__class__, python.uq.refinement.RefinementStrategy.ExpectationValueOptRanking.__class__, python.uq.refinement.RefinementStrategy.VarianceOptRanking.__class__, python.uq.refinement.RefinementStrategy.AnchoredVarianceOptRanking.__class__, python.uq.refinement.RefinementStrategy.MeanSquaredOptRanking.__class__, python.uq.refinement.RefinementStrategy.AnchoredMeanSquaredOptRanking.__class__, python.uq.refinement.RefinementStrategy.SquaredSurplusBFRanking.__class__, python.uq.refinement.RefinementStrategy.WeightedL2BFRanking.__class__, python.uq.refinement.RefinementStrategy.VarianceBFRanking.__class__, python.uq.refinement.RefinementStrategy.ExpectationValueBFRanking.__class__, python.uq.refinement.RefinementStrategy.LinearSurplusEstimationRanking.__class__, python.uq.refinement.RefinementStrategy.PredictiveRanking.__class__, python.uq.sampler.asgc.ASGCSampler.ASGCSampler.__class__, python.uq.sampler.MCSampler.MCSampler.__class__, and python.uq.quadrature.bilinearform.SparseGridQuadratureStrategy.SparseGridQuadratureStrategy.__init__().

Referenced by python.uq.quadrature.bilinearform.SparseGridQuadratureStrategy.SparseGridQuadratureStrategy.__init__().

Member Function Documentation

computeBilinearFormEntry()

python.uq.quadrature.bilinearform.SparseGridQuadratureStrategy.SparseGridQuadratureStrategy.computeBilinearFormEntry	(		self,
			gs,
			gpi,
			basisi,
			gpj,
			basisj,
			d
	)

References python.uq.quadrature.bilinearform.BilinearQuadratureStrategy.BilinearQuadratureStrategy._U, python.uq.quadrature.bilinearform.PiecewiseConstantQuadratureStrategy.PiecewiseConstantQuadratureStrategy._U, python.uq.quadrature.bilinearform.SparseGridQuadratureStrategy.SparseGridQuadratureStrategy._U, python.uq.quadrature.HashQuadrature.HashQuadrature._U, python.uq.quadrature.linearform.LinearQuadratureStrategy.LinearQuadratureStrategy._U, and python.uq.quadrature.trilinearform.TrilinearQuadratureStrategy.TrilinearQuadratureStrategy._U.

Referenced by python.uq.quadrature.bilinearform.BilinearQuadratureStrategy.BilinearQuadratureStrategy.getBilinearFormEntry().

Member Data Documentation

_U

python.uq.quadrature.bilinearform.SparseGridQuadratureStrategy.SparseGridQuadratureStrategy._U

protected

Referenced by python.uq.quadrature.bilinearform.PiecewiseConstantQuadratureStrategy.PiecewiseConstantQuadratureStrategy.computeBilinearForm(), python.uq.quadrature.bilinearform.SparseGridQuadratureStrategy.SparseGridQuadratureStrategy.computeBilinearFormEntry(), python.uq.quadrature.bilinearform.BilinearGaussQuadratureStrategy.BilinearGaussQuadratureStrategy.computeBilinearFormEntryForBsplines(), python.uq.quadrature.bilinearform.BilinearGaussQuadratureStrategy.BilinearGaussQuadratureStrategy.computeBilinearFormEntryForTwoSegments(), python.uq.quadrature.linearform.LinearGaussQuadratureStrategy.LinearGaussQuadratureStrategy.computeLinearFormEntryForBsplines(), python.uq.quadrature.linearform.LinearGaussQuadratureStrategy.LinearGaussQuadratureStrategy.computeLinearFormEntryForTwoSegments(), and python.uq.quadrature.HashQuadrature.HashQuadrature.setDistributionAndTransformation().

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The documentation for this class was generated from the following file:

• datadriven/python/uq/quadrature/bilinearform/SparseGridQuadratureStrategy.py