SimPEG.regularization.BaseSimilarityMeasure

class SimPEG.regularization.BaseSimilarityMeasure(mesh, wire_map, **kwargs)

Bases: BaseRegularization

Base regularization class for joint inversion.

The BaseSimilarityMeasure class defines properties and methods used by regularization classes for joint inversion. It is not directly used to constrain inversions.

Parameters:

meshSimPEG.regularization.RegularizationMesh

Mesh on which the regularization is discretized. This is not necessarily the same as the mesh on which the simulation is defined.

wire_mapSimPEG.maps.WireMap

Wire map connecting physical properties defined on active cells of the RegularizationMesh to the entire model.

Attributes

W	Weighting matrix.
active_cells	Active cells defined on the regularization mesh.
cell_weights	Deprecated property for 'volume' and user defined weights.
indActive	active_cells.indActive has been deprecated.
mapping	Mapping from the inversion model parameters to the regularization mesh.
model	The model parameters.
mref	reference_model.mref has been deprecated.
nP	Number of model parameters.
parent	The parent objective function
reference_model	Reference model.
regmesh	regularization_mesh.regmesh has been deprecated.
regularization_mesh	Regularization mesh.
units	Units for the model parameters.
weights_keys	Return the keys for the existing cell weights
wire_map	Mapping from model to physical properties defined on the regularization mesh.

Methods

__call__(model)	Not implemented for BaseSimilarityMeasure class.
deriv(model)	Not implemented for BaseSimilarityMeasure class.
deriv2(model[, v])	Not implemented for BaseSimilarityMeasure class.
f_m(m)	Not implemented for BaseRegularization class.
f_m_deriv(m)	Not implemented for BaseRegularization class.
get_weights(key)	Cell weights for a given key.
map_class	alias of IdentityMap
remove_weights(key)	Removes the weights for the key provided.
set_weights(**weights)	Adds (or updates) the specified weights to the regularization.
test([x, num])	Run a convergence test on both the first and second derivatives.

Galleries and Tutorials using SimPEG.regularization.BaseSimilarityMeasure

Cross-gradient Joint Inversion of Gravity and Magnetic Anomaly Data

Cross-gradient Joint Inversion of Gravity and Magnetic Anomaly Data