demo/sat.cc
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     1 /* -*- C++ -*-
       
     2  *
       
     3  * This file is a part of LEMON, a generic C++ optimization library
       
     4  *
       
     5  * Copyright (C) 2003-2007
       
     6  * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
       
     7  * (Egervary Research Group on Combinatorial Optimization, EGRES).
       
     8  *
       
     9  * Permission to use, modify and distribute this software is granted
       
    10  * provided that this copyright notice appears in all copies. For
       
    11  * precise terms see the accompanying LICENSE file.
       
    12  *
       
    13  * This software is provided "AS IS" with no warranty of any kind,
       
    14  * express or implied, and with no claim as to its suitability for any
       
    15  * purpose.
       
    16  *
       
    17  */
       
    18 
       
    19 /// \ingroup demos
       
    20 /// \file
       
    21 /// \brief Solver for SAT problems.
       
    22 ///
       
    23 /// This demo progam solves the SAT problem, i.e. the boolean
       
    24 /// satisfiability problem. The problem in general case is
       
    25 /// NP-complete.
       
    26 ///
       
    27 /// The program uses an integer linear program solver. A <tt>{0,
       
    28 /// 1}</tt> variable is assigned to each boolean variable. The
       
    29 /// disjunctions are converted to linear inequalities as each negation
       
    30 /// is replaced with a substraction from one and each disjunction is
       
    31 /// converted to addition. The generated linear expression should be
       
    32 /// at least one.
       
    33 ///
       
    34 /// \include sat.cc
       
    35 
       
    36 #include <iostream>
       
    37 #include <fstream>
       
    38 #include <sstream>
       
    39 #include <string>
       
    40 
       
    41 #include <lemon/lp.h>
       
    42 
       
    43 using namespace std;
       
    44 using namespace lemon;
       
    45 
       
    46 
       
    47 int main(int argc, const char *argv[]) {
       
    48   if (argc != 2) {
       
    49     std::cerr << "The SAT solver demo" << std::endl << std::endl;
       
    50     std::cerr << "The  parameter should be a filename" << std::endl;
       
    51     std::cerr << "Each line of the file should contain a bool expression:" 
       
    52               << std::endl;
       
    53     std::cerr << "  [not] <variable> [or [not] <variable>]..." << std::endl;
       
    54     std::cerr << "The program prints a feasible solution if it exists" 
       
    55               << std::endl;
       
    56     return -1;
       
    57   }
       
    58   ifstream is(argv[1]);
       
    59 
       
    60   Mip mip;
       
    61   mip.max();
       
    62   mip.obj(0);
       
    63 
       
    64   string line;
       
    65   while (getline(is, line)) {
       
    66     istringstream ls(line);
       
    67 
       
    68     Mip::Expr expr;
       
    69 
       
    70 
       
    71     string op;
       
    72     do {
       
    73       string var;
       
    74       bool neg = false;
       
    75 
       
    76       ls >> var;
       
    77       if (var == "not") {
       
    78         neg = true;
       
    79         ls >> var;
       
    80       }
       
    81 
       
    82       Mip::Col col = mip.colByName(var);
       
    83 
       
    84       if (col == INVALID) {
       
    85         col = mip.addCol();
       
    86         mip.colName(col, var);
       
    87         mip.colLowerBound(col, 0);
       
    88         mip.colUpperBound(col, 1);
       
    89         mip.integer(col, true);        
       
    90       }
       
    91       
       
    92       expr += (neg ? 1 - col : col);
       
    93 
       
    94     } while (ls >> op && op == "or");
       
    95     if (ls) {
       
    96       std::cerr << "Wrong bool expression" << std::endl;
       
    97       return -1;
       
    98     }
       
    99     mip.addRow(expr >= 1);
       
   100   }
       
   101 
       
   102   mip.solve();
       
   103 
       
   104   if (mip.mipStatus() == Mip::OPTIMAL) {
       
   105     for (Mip::ColIt it(mip); it != INVALID; ++it) {
       
   106       std::cout << mip.colName(it) << " = " 
       
   107                 << (mip.primal(it) == 1 ? "true" : "false")
       
   108                 << std::endl;
       
   109     }
       
   110   } else {
       
   111     std::cout << "There is no feasible solution." << std::endl;
       
   112   }
       
   113   
       
   114   return 0;
       
   115 }