sat.h

00001 /*
00002  * All of the documentation and software included in the
00003  * Alchemy Software is copyrighted by Stanley Kok, Parag
00004  * Singla, Matthew Richardson, Pedro Domingos, Marc
00005  * Sumner, Hoifung Poon, and Daniel Lowd.
00006  * 
00007  * Copyright [2004-07] Stanley Kok, Parag Singla, Matthew
00008  * Richardson, Pedro Domingos, Marc Sumner, Hoifung
00009  * Poon, and Daniel Lowd. All rights reserved.
00010  * 
00011  * Contact: Pedro Domingos, University of Washington
00012  * (pedrod@cs.washington.edu).
00013  * 
00014  * Redistribution and use in source and binary forms, with
00015  * or without modification, are permitted provided that
00016  * the following conditions are met:
00017  * 
00018  * 1. Redistributions of source code must retain the above
00019  * copyright notice, this list of conditions and the
00020  * following disclaimer.
00021  * 
00022  * 2. Redistributions in binary form must reproduce the
00023  * above copyright notice, this list of conditions and the
00024  * following disclaimer in the documentation and/or other
00025  * materials provided with the distribution.
00026  * 
00027  * 3. All advertising materials mentioning features or use
00028  * of this software must display the following
00029  * acknowledgment: "This product includes software
00030  * developed by Stanley Kok, Parag Singla, Matthew
00031  * Richardson, Pedro Domingos, Marc Sumner, Hoifung
00032  * Poon, and Daniel Lowd in the Department of Computer Science and
00033  * Engineering at the University of Washington".
00034  * 
00035  * 4. Your publications acknowledge the use or
00036  * contribution made by the Software to your research
00037  * using the following citation(s): 
00038  * Stanley Kok, Parag Singla, Matthew Richardson and
00039  * Pedro Domingos (2005). "The Alchemy System for
00040  * Statistical Relational AI", Technical Report,
00041  * Department of Computer Science and Engineering,
00042  * University of Washington, Seattle, WA.
00043  * http://www.cs.washington.edu/ai/alchemy.
00044  * 
00045  * 5. Neither the name of the University of Washington nor
00046  * the names of its contributors may be used to endorse or
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00048  * specific prior written permission.
00049  * 
00050  * THIS SOFTWARE IS PROVIDED BY THE UNIVERSITY OF WASHINGTON
00051  * AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED
00052  * WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
00053  * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
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00055  * OF WASHINGTON OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT,
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00057  * DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
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00061  * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
00062  * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN
00063  * IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
00064  * 
00065  */
00066 #ifndef SAT_H_
00067 #define SAT_H_
00068 
00069 #include "inference.h"
00070 
00075 class SAT : public Inference
00076 {
00077  public:
00078  
00079   SAT(VariableState* state, long int seed, const bool& trackClauseTrueCnts) : 
00080     Inference(state, seed, trackClauseTrueCnts) {}
00081 
00082   SAT(HVariableState* state, long int seed, const bool& trackClauseTrueCnts) : 
00083     Inference(state, seed, trackClauseTrueCnts) {}
00084     // Virtual destructor
00085   virtual ~SAT() {}
00086 
00090   virtual void printNetwork(ostream& out)
00091   {
00092   } 
00093 
00094   const int getNumSolutions()
00095   {
00096     return numSolutions_;
00097   }
00098   
00099   void setNumSolutions(const int& numSolutions)
00100   {
00101     numSolutions_ = numSolutions;
00102   }
00103  
00104   const long double getTargetCost()
00105   {
00106     return targetCost_;
00107   }
00108   
00109   void setTargetCost(const long double& targetCost)
00110   {
00111     targetCost_ = targetCost;
00112   }
00113 
00117   void printProbabilities(ostream& out)
00118   {
00119     for (int i = 0; i < state_->getNumAtoms(); i++)
00120     {
00121       state_->printGndPred(i, out);
00122       out << " " << state_->getValueOfLowAtom(i + 1) << endl;
00123     }
00124   }
00125 
00139   void getChangedPreds(vector<string>& changedPreds, vector<float>& probs,
00140                        vector<float>& oldProbs, const float& probDelta)
00141   {
00142     changedPreds.clear();
00143     probs.clear();
00144     int numAtoms = state_->getNumAtoms();
00145       // Atoms may have been added to the state, previous tv was 0
00146     oldProbs.resize(numAtoms, 0);
00147     for (int i = 0; i < numAtoms; i++)
00148     {
00149       int tv = state_->getValueOfLowAtom(i + 1);
00150       if (tv != oldProbs[i])
00151       {
00152           // Truth value has changed: Store new value in oldProbs and add to
00153           // two return vectors
00154         oldProbs[i] = tv;
00155         ostringstream oss(ostringstream::out);
00156         state_->printGndPred(i, oss);
00157         changedPreds.push_back(oss.str());
00158         probs.push_back(tv);
00159       }
00160     }
00161   }
00162     
00166   double getProbability(GroundPredicate* const& gndPred)
00167   {
00168     int idx = state_->getGndPredIndex(gndPred);
00169     int truthValue = 0;
00170     if (idx >= 0) truthValue = state_->getValueOfLowAtom(idx + 1);
00171     return truthValue;
00172   }
00173 
00174   double getProbabilityH(GroundPredicate* const& gndPred)
00175   {
00176           int idx = state_->getGndPredIndex(gndPred);
00177           int truthValue = 0;
00178           if (idx >= 0) truthValue = state_->getValueOfLowAtom(idx + 1);
00179           return truthValue;
00180   }
00181 
00182 
00186   void printTruePreds(ostream& out)
00187   {
00188     for (int i = 0; i < state_->getNumAtoms(); i++)
00189     {
00190       if (state_->getValueOfLowAtom(i + 1))
00191       {
00192         state_->printGndPred(i, out);
00193         out << endl;
00194       }
00195     }
00196   }
00197   
00198   void printTruePredsH(ostream& out)
00199   {
00200           for (int i = 0; i < state_->getNumAtoms(); i++)
00201           {
00202                   if (state_->getValueOfLowAtom(i + 1))
00203                   {
00204                           state_->printGndPred(i, out);
00205                           out << endl;
00206                   }
00207           }
00208   }
00209   
00210  protected:
00211 
00213     // Max. number of tries the SAT-solver will do before giving up
00214   int maxTries_;
00215     // Max. number of steps the SAT-solver will do in each try before giving up
00216   int maxSteps_;
00217     // Target weight SAT-solver will try to reach
00218   long double targetCost_;
00219     // Number of solutions which the SAT-solver will produce
00220   int numSolutions_;
00222 
00223   
00224     // Marks the iteration of the last time an atom was flipped
00225   Array<int> changed_;
00226     // Number of changes so far
00227   int numFlips_;
00228   
00229 };
00230  
00231 #endif /*SAT_H_*/

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