Decision Optimization

Decision Optimization

Delivers prescriptive analytics capabilities and decision intelligence to improve decision-making.

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  • 1.  Multi-objective function calculation

    Posted Thu May 24, 2018 09:46 AM

    Originally posted by: skyskyhuanghuang


    Hi,everyone:

    I encountered a problem

    using CP;
    int M=...;
    float H[1..M][1..M]=...;
    float B0=...;
    float n0=...;
    dvar int Yji[1..M][1..M] in 0..1 ;
     
    int Scale=100;
    dvar int ScaleP[1..M] in 1..Scale;
    dexpr float PVariety[i in 1..M]=ScaleP[i]/Scale;
     
    execute
    {
    var p=cp.param;
    p.LogPeriod=80000;
    p.TimeLimit=36;
    p.Workers=40;
    p.searchType="Restart";
    p.OptimalityTolerance=1;
    }
     
    maximize
    B0*sum(i in 1..M)(
         log(1+sum(j in 1..M:j!=i)(
                 PVariety[j]*H[j][i]*Yji[j][i]/ //fenzi
                   (n0+sum(n in 1..M:n!=j)(
                            PVariety[n]*sum(q in 1..M)H[n][i]*Yji[n][q]
                          )
                   )
               )
             )/log(2)
       );
     
    minimize
      sum(m in 1..M)PVariety[m];
       
    subject to
    {
    forall(i in 1..M)
    {
    Hangyueshu:
     sum(j in 1..M)
         Yji[i][j]<=1;   
    }
    forall(i in 1..M)
    {
    Lieyueshu:  
        sum(j in 1..M)
         Yji[j][i]<=1;   
    }
    forall(i in 1..M)
       forall(j in 1..M)
    Duichenyueshu:
         Yji[i][j]==Yji[j][i];
    forall(i in 1..M)
    Zishenyueshu:
      Yji[i][i]==0;
      
    }
    execute
    {
    writeln("Yji=",Yji);
    writeln("Objective= ",cp.getObjValue());
    writeln("PVariety=",PVariety);
    writeln("Spectral efficiency b/s/hz=",cp.getObjValue()/B0);
     
    }
    main
    {
    var nbsol=0;
    thisOplModel.generate();
    cp.startNewSearch();
    while(cp.next())
    {
    nbsol++;
     
    writeln("solution ",nbsol);
    thisOplModel.postProcess();
    }
     
    }
    There are two objective functions in my model. When solving, cplex reports an error. How do I solve the problem of multi-objective function?
     
     
     
     
     
     
     
     
     
                                                                                                                                                                                                                         

     


    #DecisionOptimization
    #OPLusingCPLEXOptimizer


  • 2.  Re: Multi-objective function calculation



  • 3.  Re: Multi-objective function calculation

    Posted Sat May 26, 2018 10:05 AM

    Originally posted by: skyskyhuanghuang


    Thank you!


    #DecisionOptimization
    #OPLusingCPLEXOptimizer