diff toolboxes/FullBNT-1.0.7/bnt/inference/static/@jtree_limid_inf_engine/Old/marginal_nodes_SS.m @ 0:e9a9cd732c1e tip

first hg version after svn

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/toolboxes/FullBNT-1.0.7/bnt/inference/static/@jtree_limid_inf_engine/Old/marginal_nodes_SS.m	Tue Feb 10 15:05:51 2015 +0000
@@ -0,0 +1,52 @@
+function [pot, MEU] = marginal_nodes(engine, d)
+
+C = length(cliques);
+%clpot = init_clpot(limid, cliques, d, clq_ass_to_node);
+clpot = init_clpot(limid, cliques, [], clq_ass_to_node);
+
+% collect to root
+if 1
+  % HUGIN
+  seppot = cell(C, C);    % separators are implicitely initialized to 1s
+  for n=postorder{di}(1:end-1)
+    for p=parents(rooted_jtree{di}, n)
+      %clpot{p} = divide_by_pot(clpot{n}, seppot{p,n}); % dividing by 1 is redundant
+      seppot{p,n} = marginalize_pot(clpot{n}, separator{p,n});
+      clpot{p} = multiply_by_pot(clpot{p}, seppot{p,n});
+    end
+  end
+else
+  % Shafer-Shenoy
+  msg = cell(C,C);
+  for n=postorder{di}(1:end-1)
+    for c=children(rooted_jtree{di}, n)
+      clpot{n} = multiply_by_pot(clpot{n}, msg{c,n});
+    end
+    p = parents(rooted_jtree{di}, n);
+    %msg{n,p} = marginalize_pot(clpot{n}, cliques{p});
+    msg{n,p} = marginalize_pot(clpot{n}, separator{n,p});
+  end
+  root = clq_ass_to_node(d);
+  n=postorder{di}(end);
+  assert(n == root);
+  for c=children(rooted_jtree{di}, n)
+    clpot{n} = multiply_by_pot(clpot{n}, msg{c,n});
+  end
+end	
+
+fam = family(limid.dag, d);
+pot = marginalize_pot(clpot{root}, fam);
+
+%%%%%%%
+jpot = compute_joint_pot_limid(limid);
+pot2 = marginalize_pot(jpot, fam);
+assert(approxeq_pot(pot, pot2))
+%%%%%%
+
+[policy, score] = extract_policy(pot);
+
+e = limid.equiv_class(d);
+limid.CPD{e} = set_params(limid.CPD{e}, 'policy', policy);
+
+  
+