Package org.drools.beliefs.bayes

Class JunctionTreeBuilder

java.lang.Object

org.drools.beliefs.bayes.JunctionTreeBuilder

public class JunctionTreeBuilder
extends Object

Constructor Summary

Constructors

Constructor	Description
JunctionTreeBuilder(Graph<BayesVariable> graph)

Method Summary

Modifier and Type	Method	Description
JunctionTree	build()
JunctionTree	build(boolean init)
JunctionTree	build(org.kie.api.io.Resource resource, String namespace, String name)
JunctionTree	build(org.kie.api.io.Resource resource, String namespace, String name, boolean init)
static boolean[][]	cloneAdjacencyMarix(boolean[][] src)	Clones the provided array
static void	connect(boolean[][] adjMatrix, int v1, int v2)
void	createClique(int v, boolean[][] clonedAdjMatrix, Set<Integer> verticesToUpdate, boolean[] adjList)
int	createJunctionTreeGraph(SeparatorSet[][] sepGraph, JunctionTreeClique parent, JunctionTreeClique[] jtNodes, JunctionTreeSeparator[] jtSeps, int i)
static void	disconnect(boolean[][] adjMatrix, int v1, int v2)
void	eliminateVertex(PriorityQueue<EliminationCandidate> p, Map<Integer,EliminationCandidate> elmVertMap, boolean[][] clonedAdjMatrix, boolean[] adjList, Set<Integer> verticesToUpdate, EliminationCandidate v)
boolean[][]	getAdjacencyMatrix()
static List<Integer>	getAdjacentVertices(boolean[][] adjacencyMatrix, int i)
Graph<BayesVariable>	getGraph()
JunctionTree	junctionTree(List<org.drools.core.util.bitmask.OpenBitSet> cliques, boolean init)
JunctionTree	junctionTree(org.kie.api.io.Resource resource, String namespace, String name, List<org.drools.core.util.bitmask.OpenBitSet> cliques, boolean init)
void	mapNodeToCliqueFamily(org.drools.core.util.bitmask.OpenBitSet[] varNodeToCliques, JunctionTreeClique[] jtNodes)	Given the set of cliques, mapped via ID in a Bitset, for a given bayes node, Find the best clique.
void	mapVarNodeToCliques(org.drools.core.util.bitmask.OpenBitSet[] nodeToCliques, int id, org.drools.core.util.bitmask.OpenBitSet clique)	Maps each Bayes node to cliques it's in.
void	mergeGraphs(SeparatorSet[][][] graphs, SeparatorSet separatorSet)
void	moralize()
void	moralize(GraphNode<BayesVariable> v, GraphNode v1)
List<org.drools.core.util.bitmask.OpenBitSet>	triangulate()
static void	updateCliques(List<org.drools.core.util.bitmask.OpenBitSet> cliques, org.drools.core.util.bitmask.OpenBitSet newClique)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

JunctionTreeBuilder

public JunctionTreeBuilder(Graph<BayesVariable> graph)

Method Detail

getGraph

public Graph<BayesVariable> getGraph()

build

public JunctionTree build()

build

public JunctionTree build(boolean init)

build

public JunctionTree build(org.kie.api.io.Resource resource,
                          String namespace,
                          String name)

build

public JunctionTree build(org.kie.api.io.Resource resource,
                          String namespace,
                          String name,
                          boolean init)

moralize

public void moralize()

moralize

public void moralize(GraphNode<BayesVariable> v,
                     GraphNode v1)

connect

public static void connect(boolean[][] adjMatrix,
                           int v1,
                           int v2)

disconnect

public static void disconnect(boolean[][] adjMatrix,
                              int v1,
                              int v2)

triangulate

public List<org.drools.core.util.bitmask.OpenBitSet> triangulate()

eliminateVertex

public void eliminateVertex(PriorityQueue<EliminationCandidate> p,
                            Map<Integer,EliminationCandidate> elmVertMap,
                            boolean[][] clonedAdjMatrix,
                            boolean[] adjList,
                            Set<Integer> verticesToUpdate,
                            EliminationCandidate v)

createClique

public void createClique(int v,
                         boolean[][] clonedAdjMatrix,
                         Set<Integer> verticesToUpdate,
                         boolean[] adjList)

updateCliques

public static void updateCliques(List<org.drools.core.util.bitmask.OpenBitSet> cliques,
                                 org.drools.core.util.bitmask.OpenBitSet newClique)

getAdjacencyMatrix

public boolean[][] getAdjacencyMatrix()

cloneAdjacencyMarix

public static boolean[][] cloneAdjacencyMarix(boolean[][] src)

Clones the provided array

Parameters:

src -

Returns:

a new clone of the provided array

junctionTree

public JunctionTree junctionTree(List<org.drools.core.util.bitmask.OpenBitSet> cliques,
                                 boolean init)

junctionTree

public JunctionTree junctionTree(org.kie.api.io.Resource resource,
                                 String namespace,
                                 String name,
                                 List<org.drools.core.util.bitmask.OpenBitSet> cliques,
                                 boolean init)

mergeGraphs

public void mergeGraphs(SeparatorSet[][][] graphs,
                        SeparatorSet separatorSet)

createJunctionTreeGraph

public int createJunctionTreeGraph(SeparatorSet[][] sepGraph,
                                   JunctionTreeClique parent,
                                   JunctionTreeClique[] jtNodes,
                                   JunctionTreeSeparator[] jtSeps,
                                   int i)

mapNodeToCliqueFamily

public void mapNodeToCliqueFamily(org.drools.core.util.bitmask.OpenBitSet[] varNodeToCliques,
                                  JunctionTreeClique[] jtNodes)

Given the set of cliques, mapped via ID in a Bitset, for a given bayes node, Find the best clique. Where best clique is one that contains all it's parents with the smallest number of nodes in that clique. When there are no parents then simply pick the clique with the smallest number nodes.

Parameters:

varNodeToCliques -

jtNodes -

mapVarNodeToCliques

public void mapVarNodeToCliques(org.drools.core.util.bitmask.OpenBitSet[] nodeToCliques,
                                int id,
                                org.drools.core.util.bitmask.OpenBitSet clique)

Maps each Bayes node to cliques it's in. It uses a BitSet to map the ID of the cliques

Parameters:

nodeToCliques -

id -

clique -

getAdjacentVertices

public static List<Integer> getAdjacentVertices(boolean[][] adjacencyMatrix,
                                                int i)