diff toolboxes/FullBNT-1.0.7/bnt/CPDs/@noisyor_CPD/CPD_to_lambda_msg.m @ 0:e9a9cd732c1e tip

first hg version after svn
author wolffd
date Tue, 10 Feb 2015 15:05:51 +0000
parents
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/toolboxes/FullBNT-1.0.7/bnt/CPDs/@noisyor_CPD/CPD_to_lambda_msg.m	Tue Feb 10 15:05:51 2015 +0000
@@ -0,0 +1,19 @@
+function lam_msg = CPD_to_lambda_msg(CPD, msg_type, n, ps, msg, p, evidence)
+% CPD_TO_LAMBDA_MSG Compute lambda message (noisyor)
+% lam_msg = CPD_to_lambda_msg(CPD, msg_type, n, ps, msg, p)
+% Pearl p190 top eqn
+
+switch msg_type
+  case 'd', 
+   l0 = msg{n}.lambda(1);
+   l1 = msg{n}.lambda(2);
+   Pi = sum_prod_CPD_and_pi_msgs(CPD, n, ps, msg, p);
+   i = find(p==ps); % p is n's i'th parent
+   q = CPD.inhibit(i);
+   lam_msg = zeros(2,1);
+   for u=0:1
+     lam_msg(u+1) = l1 - (q^u)*(l1 - l0)*Pi;
+   end       
+ case 'g',
+  error('noisyor_CPD can''t create Gaussian msgs')
+end