Added a new version of removeTop and simplified update
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7d384488e3
commit
35af122e83
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@ -390,6 +390,7 @@ namespace gtsam {
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}
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/* ************************************************************************* */
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// TODO: add to factors and orphans
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template<class Conditional>
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template<class Factor>
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pair<FactorGraph<Factor>, typename BayesTree<Conditional>::Cliques>
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@ -421,20 +422,35 @@ namespace gtsam {
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/* ************************************************************************* */
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template<class Conditional>
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template<class Factor>
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void BayesTree<Conditional>::update(const FactorGraph<Factor>& newFactors) {
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pair<FactorGraph<Factor>, typename BayesTree<Conditional>::Cliques>
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BayesTree<Conditional>::removeTop(const FactorGraph<Factor>& newFactors) {
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// Remove the contaminated part of the Bayes tree
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FactorGraph<Factor> factors;
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typename BayesTree<Conditional>::Cliques orphans;
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Cliques orphans;
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BOOST_FOREACH(boost::shared_ptr<Factor> factor, newFactors) {
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FactorGraph<Factor> factors1;
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typename BayesTree<Conditional>::Cliques orphans1;
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boost::tie(factors1, orphans1) = removeTop<Factor>(factor);
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Cliques orphans1;
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boost::tie(factors1, orphans1) = this->removeTop<Factor>(factor);
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factors.push_back(factors1);
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orphans.splice (orphans.begin(), orphans1);
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}
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return make_pair(factors,orphans);
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}
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/* ************************************************************************* */
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template<class Conditional>
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template<class Factor>
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void BayesTree<Conditional>::update(const FactorGraph<Factor>& newFactors) {
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// Remove the contaminated part of the Bayes tree
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FactorGraph<Factor> factors;
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Cliques orphans;
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boost::tie(factors, orphans) = removeTop<Factor>(newFactors);
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// add the factors themselves
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factors.push_back(newFactors);
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@ -450,9 +466,9 @@ namespace gtsam {
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insert(*rit);
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// add orphans to the bottom of the new tree
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BOOST_FOREACH(typename BayesTree<Conditional>::sharedClique orphan, orphans) {
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BOOST_FOREACH(sharedClique orphan, orphans) {
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string key = orphan->separator_.front(); // todo: assumes there is a separator...
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typename BayesTree<Conditional>::sharedClique parent = (*this)[key];
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sharedClique parent = (*this)[key];
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parent->children_ += orphan;
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}
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@ -177,6 +177,12 @@ namespace gtsam {
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template<class Factor>
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std::pair<FactorGraph<Factor>, Cliques> removeTop(const boost::shared_ptr<Factor>& newFactor);
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/**
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* Call removeTop for several factors in a factorGraph
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*/
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template<class Factor>
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std::pair<FactorGraph<Factor>, Cliques> removeTop(const FactorGraph<Factor>& newFactors);
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/**
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* iSAM.
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*/
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@ -438,26 +438,37 @@ TEST( BayesTree, removeTop )
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}
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/* ************************************************************************* */
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TEST( BayesTree, removeTop2 )
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{
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SymbolicBayesTree bayesTree = createAsiaSymbolicBayesTree();
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// create two factors to be inserted
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SymbolicFactorGraph newFactors;
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newFactors.push_factor("B");
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newFactors.push_factor("S");
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// Remove the contaminated part of the Bayes tree
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FactorGraph<SymbolicFactor> factors;
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SymbolicBayesTree::Cliques orphans;
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boost::tie(factors,orphans) = bayesTree.removeTop<SymbolicFactor>(newFactors);
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// Check expected outcome
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SymbolicFactorGraph expected;
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expected.push_factor("B","L","E");
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expected.push_factor("B","L");
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expected.push_factor("B");
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expected.push_factor("L","B","S");
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CHECK(assert_equal((FactorGraph<SymbolicFactor>)expected, factors));
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SymbolicBayesTree::Cliques expectedOrphans;
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expectedOrphans += bayesTree["T"], bayesTree["X"];
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// CHECK(assert_equal(expectedOrphans, orphans)); fails !
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}
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/* ************************************************************************* */
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TEST( BayesTree, iSAM )
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{
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// Conditionals for ASIA example from the tutorial with A and D evidence
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SymbolicConditional::shared_ptr
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B(new SymbolicConditional("B")),
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L(new SymbolicConditional("L", "B")),
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E(new SymbolicConditional("E", "B", "L")),
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S(new SymbolicConditional("S", "L", "B")),
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T(new SymbolicConditional("T", "E", "L")),
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X(new SymbolicConditional("X", "E"));
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// Create using insert
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SymbolicBayesTree bayesTree;
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bayesTree.insert(B);
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bayesTree.insert(L);
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bayesTree.insert(E);
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bayesTree.insert(S);
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bayesTree.insert(T);
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bayesTree.insert(X);
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SymbolicBayesTree bayesTree = createAsiaSymbolicBayesTree();
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// Now we modify the Bayes tree by inserting a new factor over B and S
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