Replaced doubles by Reals, fixed two bugs

[libdai.git] / include / dai / lc.h

diff --git a/include/dai/lc.h b/include/dai/lc.h
index d0e508b..8f642e4 100644 (file)
--- a/include/dai/lc.h
+++ b/include/dai/lc.h
@@ -1,23 +1,12 @@
-/*  Copyright (C) 2006-2008  Joris Mooij  [joris dot mooij at tuebingen dot mpg dot de]
-    Radboud University Nijmegen, The Netherlands /
-    Max Planck Institute for Biological Cybernetics, Germany
-
-    This file is part of libDAI.
-
-    libDAI is free software; you can redistribute it and/or modify
-    it under the terms of the GNU General Public License as published by
-    the Free Software Foundation; either version 2 of the License, or
-    (at your option) any later version.
-
-    libDAI is distributed in the hope that it will be useful,
-    but WITHOUT ANY WARRANTY; without even the implied warranty of
-    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    GNU General Public License for more details.
-
-    You should have received a copy of the GNU General Public License
-    along with libDAI; if not, write to the Free Software
-    Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA  02110-1301  USA
-*/
+/*  This file is part of libDAI - http://www.libdai.org/
+ *
+ *  libDAI is licensed under the terms of the GNU General Public License version
+ *  2, or (at your option) any later version. libDAI is distributed without any
+ *  warranty. See the file COPYING for more details.
+ *
+ *  Copyright (C) 2006-2009  Joris Mooij  [joris dot mooij at libdai dot org]
+ *  Copyright (C) 2006-2007  Radboud University Nijmegen, The Netherlands
+ */
 
 
 /// \file
@@ -52,7 +41,7 @@ class LC : public DAIAlgFG {
         std::vector<Factor>      _beliefs;
 
         /// Maximum difference encountered so far
-        double                  _maxdiff;
+        Real                    _maxdiff;
         /// Number of iterations needed
         size_t                  _iters;
 
@@ -60,10 +49,10 @@ class LC : public DAIAlgFG {
         /// Parameters of this inference algorithm
         struct Properties {
             /// Enumeration of possible ways to initialize the cavities
-            DAI_ENUM(CavityType,FULL,PAIR,PAIR2,UNIFORM)
+            DAI_ENUM(CavityType,FULL,PAIR,PAIR2,UNIFORM);
 
             /// Enumeration of different update schedules
-            DAI_ENUM(UpdateType,SEQFIX,SEQRND,NONE)
+            DAI_ENUM(UpdateType,SEQFIX,SEQRND,NONE);
 
             /// Verbosity
             size_t verbose;
@@ -72,13 +61,13 @@ class LC : public DAIAlgFG {
             size_t maxiter;
 
             /// Tolerance
-            double tol;
+            Real tol;
 
             /// Complete or partial reinit of cavity graphs?
             bool reinit;
 
             /// Damping constant
-            double damping;
+            Real damping;
 
             /// How to initialize the cavities
             CavityType cavity;
@@ -114,16 +103,17 @@ class LC : public DAIAlgFG {
         virtual Real logZ() const { DAI_THROW(NOT_IMPLEMENTED); return 0.0; }
         virtual void init();
         virtual void init( const VarSet &/*ns*/ ) { init(); }
-        virtual double run();
-        virtual double maxDiff() const { return _maxdiff; }
+        virtual Real run();
+        virtual Real maxDiff() const { return _maxdiff; }
         virtual size_t Iterations() const { return _iters; }
         //@}
 
+        Factor beliefV( size_t i ) const { return _beliefs[i]; }
 
         /// @name Additional interface specific for LC
-        //@{ 
-        double CalcCavityDist( size_t i, const std::string &name, const PropertySet &opts );
-        double InitCavityDists( const std::string &name, const PropertySet &opts );
+        //@{
+        Real CalcCavityDist( size_t i, const std::string &name, const PropertySet &opts );
+        Real InitCavityDists( const std::string &name, const PropertySet &opts );
         long SetCavityDists( std::vector<Factor> &Q );
 
         Factor NewPancake (size_t i, size_t _I, bool & hasNaNs);