drwnJunctionTreeInference Class Reference

Implements the junction tree algorithm for exact inference on a factor graph using drwnAsyncMaxProdInference for the actual message passing. More...

Inheritance diagram for drwnJunctionTreeInference:

Public Member Functions
	drwnJunctionTreeInference (const drwnFactorGraph &graph)
std::pair< double, double >	inference (drwnFullAssignment &mapAssignment)
	Run inference (or resume for iterative algorithms). Algorithms may initialize from mapAssignment if not empty. Returns an upper and lower bound (if available) of the minimum energy. The upper bound is the same as the energy of the best solution found (i.e., same as graph.getEnergy(mapAssignment)).
Public Member Functions inherited from drwnMAPInference
	drwnMAPInference (const drwnFactorGraph &graph)
	drwnMAPInference (const drwnMAPInference &inf)
virtual void	clear ()
	Clear internally cached data (e.g., computation graph)

Additional Inherited Members
Protected Attributes inherited from drwnMAPInference
const drwnFactorGraph &	_graph
	reference to initial clique potentials

Detailed Description

Implements the junction tree algorithm for exact inference on a factor graph using drwnAsyncMaxProdInference for the actual message passing.

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

• drwnMapInference.h
• drwnMapInference.cpp