python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates Class Reference

Inheritance diagram for python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates:

Public Member Functions
def	__init__ (self, grid)
def	computeAnisotropicFullGrid (self, levels, indices, localFullGridLevels)
def	computeCandidates (self, sortedOverlap, localFullGridLevels, grid, alpha)
def	estimateCosts (self, overlap, grid)
def	findCandidates (self, grid, alpha, addedGridPoints)
def	findIntersection (self, gpi, gpj)
def	findIntersections (self, gpsi, gpsj, grid, alpha)
def	findIntersectionsOfOverlappingSuppportsForOneGridPoint (self, i, gpi, gpsj, overlap, grid, alpha)
def	findNodesWithNegativeCoefficients (self, grid, alpha)
def	getLocalFullGridLevel (self, levels, indices, grid)
def	getLocalMaxLevel (self, dup, levels, indices, grid)
def	getMaxLevelOfChildrenUpToMaxLevel (self, gp, grid, idim)
def	plotDebug (self, grid, alpha, candidates, gpi, gpj, ans)

Public Attributes
	A0
	candidates
	costs
	globalGrids
	grid
	gs
	iteration
	maxLevel
	newCandidates
	numDims
	plot
	verbose

Constructor & Destructor Documentation

__init__()

def python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.__init__	(		self,
			grid
	)

Member Function Documentation

computeAnisotropicFullGrid()

def python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeAnisotropicFullGrid	(		self,
			levels,
			indices,
			localFullGridLevels
	)

References python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.globalGrids, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.globalGrids, python.uq.operations.forcePositivity.fullGridSearch.FullGridCandidates.numDims, sgpp::combigrid::Ishigami.numDims, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.numDims, sgpp::combigrid::Parabola.numDims, sgpp::combigrid::CO2.numDims, sgpp::combigrid::CombigridSurrogateModel.numDims, sgpp::combigrid::AtanUniform.numDims, sgpp::combigrid::AtanBeta.numDims, sgpp::combigrid::Debugfct.numDims, python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.numDims, and python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.numDims.

Referenced by python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeCandidates().

computeCandidates()

def python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeCandidates	(		self,
			sortedOverlap,
			localFullGridLevels,
			grid,
			alpha
	)

References python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.computeAnisotropicFullGrid(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeAnisotropicFullGrid(), python.uq.operations.forcePositivity.fullGridSearch.FullGridCandidates.numDims, sgpp::combigrid::Ishigami.numDims, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.numDims, sgpp::combigrid::Parabola.numDims, sgpp::combigrid::CO2.numDims, sgpp::combigrid::CombigridSurrogateModel.numDims, sgpp::combigrid::AtanUniform.numDims, sgpp::combigrid::AtanBeta.numDims, sgpp::combigrid::Debugfct.numDims, python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.numDims, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.plot, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.plot, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.plotDebug(), and python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.plotDebug().

estimateCosts()

def python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.estimateCosts	(		self,
			overlap,
			grid
	)

References python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalFullGridLevel(), and python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.getLocalFullGridLevel().

findCandidates()

def python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findCandidates	(		self,
			grid,
			alpha,
			addedGridPoints
	)

Referenced by python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.addFullGridPoints().

findIntersection()

def python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersection	(		self,
			gpi,
			gpj
	)

Referenced by python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint(), and python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.plotDebugIntersections().

findIntersections()

def python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersections	(		self,
			gpsi,
			gpsj,
			grid,
			alpha
	)

References python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint(), and python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint().

findIntersectionsOfOverlappingSuppportsForOneGridPoint()

def python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint	(		self,
			i,
			gpi,
			gpsj,
			overlap,
			grid,
			alpha
	)

References python.uq.operations.forcePositivity.findIntersections.IntersectionCandidates.findIntersection(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersection(), python.uq.operations.forcePositivity.findIntersectionsSubspaceBased.IntersectionSubspaceCandidates.findIntersection(), python.uq.operations.sparse_grid.getBoundsOfSupport(), python.uq.operations.sparse_grid.getHierarchicalAncestors(), python.uq.operations.forcePositivity.fullGridSearch.FullGridCandidates.numDims, sgpp::combigrid::Ishigami.numDims, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.numDims, sgpp::combigrid::Parabola.numDims, sgpp::combigrid::CO2.numDims, sgpp::combigrid::CombigridSurrogateModel.numDims, sgpp::combigrid::AtanUniform.numDims, sgpp::combigrid::AtanBeta.numDims, sgpp::combigrid::Debugfct.numDims, python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.numDims, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.plot, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.plot, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.plotDebug(), and python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.plotDebug().

Referenced by python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersections().

findNodesWithNegativeCoefficients()

def python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findNodesWithNegativeCoefficients	(		self,
			grid,
			alpha
	)

getLocalFullGridLevel()

def python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalFullGridLevel	(		self,
			levels,
			indices,
			grid
	)

References python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalMaxLevel(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.getLocalMaxLevel(), python.uq.operations.forcePositivity.fullGridSearch.FullGridCandidates.numDims, sgpp::combigrid::Ishigami.numDims, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.numDims, sgpp::combigrid::Parabola.numDims, sgpp::combigrid::CO2.numDims, sgpp::combigrid::CombigridSurrogateModel.numDims, sgpp::combigrid::AtanUniform.numDims, sgpp::combigrid::AtanBeta.numDims, sgpp::combigrid::Debugfct.numDims, python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.numDims, and python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.numDims.

Referenced by python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.estimateCosts().

getLocalMaxLevel()

def python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalMaxLevel	(		self,
			dup,
			levels,
			indices,
			grid
	)

References python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getMaxLevelOfChildrenUpToMaxLevel(), python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.getMaxLevelOfChildrenUpToMaxLevel(), python.uq.operations.forcePositivity.fullGridSearch.FullGridCandidates.numDims, sgpp::combigrid::Ishigami.numDims, python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.numDims, python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGrid.numDims, sgpp::combigrid::Parabola.numDims, sgpp::combigrid::CO2.numDims, sgpp::combigrid::CombigridSurrogateModel.numDims, sgpp::combigrid::AtanUniform.numDims, sgpp::combigrid::AtanBeta.numDims, sgpp::combigrid::Debugfct.numDims, python.uq.models.testEnvironments.ProbabilisticSpaceSGpp.numDims, and python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.numDims.

Referenced by python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalFullGridLevel().

getMaxLevelOfChildrenUpToMaxLevel()

def python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getMaxLevelOfChildrenUpToMaxLevel	(		self,
			gp,
			grid,
			idim
	)

References python.uq.operations.sparse_grid.getLevel(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.maxLevel, sgpp::base::ClenshawCurtisTable.maxLevel, and python.uq.operations.forcePositivity.localFullGridSearch.LocalFullGridCandidates.maxLevel.

Referenced by python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalMaxLevel().

plotDebug()

def python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.plotDebug	(		self,
			grid,
			alpha,
			candidates,
			gpi,
			gpj,
			ans
	)

References python.uq.plot.plot2d.plotGrid2d().

Referenced by python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeCandidates(), and python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint().

Member Data Documentation

A0

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.A0

candidates

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.candidates

Referenced by python.uq.refinement.RefinementManager.RefinementManager.refineGrid().

costs

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.costs

Referenced by python.uq.operations.forcePositivity.searchNextLevel.SearchLevelWiseForCandidates.getAllChildrenNodesUpToMaxLevel().

globalGrids

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.globalGrids

Referenced by python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeAnisotropicFullGrid().

grid

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.grid

Referenced by python.uq.learner.Interpolant.Interpolant.doLearningIteration(), python.learner.Classifier.Classifier.evalError(), python.uq.learner.Interpolant.Interpolant.evalError(), python.uq.learner.SimulationLearner.SimulationLearner.getCollocationNodes(), python.uq.learner.SimulationLearner.SimulationLearner.getGrid(), python.uq.learner.SimulationLearner.SimulationLearner.getLearner(), python.uq.learner.Regressor.Regressor.learnData(), python.uq.learner.Regressor.Regressor.learnDataWithFolding(), python.uq.learner.Regressor.Regressor.learnDataWithTest(), python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.makePositive(), python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive(), python.learner.Classifier.Classifier.refineGrid(), python.learner.Regressor.Regressor.refineGrid(), python.uq.learner.Regressor.Regressor.refineGrid(), python.uq.learner.SimulationLearner.SimulationLearner.refineGrid(), python.learner.Classifier.Classifier.updateResults(), python.learner.Regressor.Regressor.updateResults(), and python.uq.learner.Regressor.Regressor.updateResults().

gs

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.gs

iteration

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.iteration

Referenced by python.uq.learner.Regressor.Regressor.learnData(), python.uq.learner.Interpolant.Interpolant.learnDataWithTest(), python.uq.learner.SimulationLearner.SimulationLearner.refineGrid(), and python.uq.learner.SimulationLearner.SimulationLearner.updateResults().

maxLevel

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.maxLevel

Referenced by python.uq.refinement.AdmissibleSet.AdmissibleSparseGridNodeSet.addChildren(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getMaxLevelOfChildrenUpToMaxLevel(), python.uq.refinement.AdmissibleSet.AdmissibleSetGenerator.insertPoint(), python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive(), and python.uq.refinement.AdmissibleSet.RefinableNodesSet.update().

newCandidates

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.newCandidates

numDims

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.numDims

Referenced by python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.addFullGridPoints(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeAnisotropicFullGrid(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeCandidates(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalFullGridLevel(), python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.getLocalMaxLevel(), and python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive().

plot

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.plot

Referenced by python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.computeCandidates(), and python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.findIntersectionsOfOverlappingSuppportsForOneGridPoint().

verbose

python.uq.operations.forcePositivity.localHierarchicalIntersectionSearch.LocalHierarchicalIntersectionCandidates.verbose

Referenced by python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.addFullGridPoints(), python.uq.refinement.RefinementManager.RefinementManager.candidates(), python.uq.operations.forcePositivity.findIntersections.IntersectionCandidates.findIntersections(), python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.makeCurrentNodalValuesPositive(), python.uq.operations.forcePositivity.operationMakePositive.OperationMakePositive.makePositive(), python.uq.operations.forcePositivity.operationMakePositiveFast.OperationMakePositiveFast.makePositive(), and python.uq.refinement.RefinementManager.RefinementManager.refineGrid().

---

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

• datadriven/python/uq/operations/forcePositivity/localHierarchicalIntersectionSearch.py