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marci@1153
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// -*- c++ -*-
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marci@1153
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#include <iostream>
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marci@1153
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#include <fstream>
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marci@1153
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marci@1153
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#include <lemon/time_measure.h>
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athos@1241
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#include <lp_solver_glpk.h>
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marci@1153
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using std::cout;
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using std::endl;
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using namespace lemon;
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marci@1153
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/*
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marci@1176
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  On an 1537Mhz PC, the run times with 
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marci@1176
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  glpk are the following.
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marci@1176
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  for n=3,4, some secondes
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marci@1176
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  for n=5, 25 hours
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 */
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marci@1153
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int main(int, char **) {
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athos@1243
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  const int n=3;
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  const double row_sum=(1.0+n*n)*n/2;
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marci@1153
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  Timer ts;
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  ts.reset();
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athos@1241
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  typedef LpGlpk LPSolver;
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  typedef LPSolver::Col Col;
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marci@1153
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  LPSolver lp;
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  typedef std::map<std::pair<int, int>, Col> Coords;
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marci@1153
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  Coords x;
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  // we create a new variable for each entry 
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marci@1153
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  // of the magic square
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marci@1153
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  for (int i=1; i<=n; ++i) {
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    for (int j=1; j<=n; ++j) { 
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      Col col=lp.addCol();
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      x[std::make_pair(i,j)]=col;
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      lp.setColLowerBound(col, 1.0);
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      lp.setColUpperBound(col, double(n*n));
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    }
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  }
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  LPSolver::Expression expr3, expr4;
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  for (int i=1; i<=n; ++i) {
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    LPSolver::Expression expr1, expr2;
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    for (int j=1; j<=n; ++j) {
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      expr1+=x[std::make_pair(i, j)];
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      expr2+=x[std::make_pair(j, i)];
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    }
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athos@1243
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    // sum of rows and columns
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    lp.addRow(expr1==row_sum);
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    lp.addRow(expr2==row_sum);
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athos@1243
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      cout <<"Expr1: "<<expr1<<endl;
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athos@1243
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      cout <<"Expr2: "<<expr2<<endl;
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athos@1243
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    expr3+=x[std::make_pair(i, i)];
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    expr4+=x[std::make_pair(i, (n+1)-i)];
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  }
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athos@1243
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  cout <<"Expr3: "<<expr3<<endl;
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athos@1243
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  cout <<"Expr4: "<<expr4<<endl;
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  // sum of the diagonal entries
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  lp.addRow(expr3==row_sum);
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  lp.addRow(expr4==row_sum);
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  lp.solveSimplex();
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  cout << "elapsed time: " << ts << endl;
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  for (int i=1; i<=n; ++i) {
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    for (int j=1; j<=n; ++j) { 
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      cout << "x("<<i<<","<<j<<")="<<lp.getPrimal(x[std::make_pair(i,j)]) 
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	   << endl;
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    }
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  }
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athos@1243
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athos@1243
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athos@1243
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athos@1243
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//   // we make new binary variables for each pair of 
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athos@1243
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//   // entries of the square to achieve that 
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athos@1243
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//   // the values of different entries are different
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athos@1243
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//   lp.setMIP();
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athos@1243
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//   for (Coords::const_iterator it=x.begin(); it!=x.end(); ++it) {
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athos@1243
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//     Coords::const_iterator jt=it; ++jt;
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athos@1243
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//     for(; jt!=x.end(); ++jt) {
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//       Col col1=(*it).second;
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//       Col col2=(*jt).second;
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//       Col col=lp.addCol();
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//       lp.setColLowerBound(col, 0.0);
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athos@1243
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//       lp.setColUpperBound(col, 1.0);
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athos@1243
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//       lp.addRow(double(-n*n+1.0)<=1.0*col2-1.0*col1-double(n*n)*col<=-1.0);
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athos@1243
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//       lp.setColInt(col);
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//     }
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athos@1243
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//   }
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//   cout << "elapsed time: " << ts << endl;
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//   lp.solveSimplex();
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//   // let's solve the integer problem
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//   lp.solveBandB();
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//   cout << "elapsed time: " << ts << endl;
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athos@1243
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//   for (int i=1; i<=n; ++i) {
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athos@1243
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//     for (int j=1; j<=n; ++j) { 
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//       cout << "x("<<i<<","<<j<<")="<<lp.getMIPPrimal(x[std::make_pair(i,j)]) 
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// 	   << endl;
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//     }
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athos@1243
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//   }
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}
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