Decision Optimization

Decision Optimization

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


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Second Order Cone Programming

  • 1.  Second Order Cone Programming

    Posted 10/26/12 11:15 AM

    Originally posted by: D_Culver


    I'm having trouble modeling the Euclidean Norm of a sum of decision variables in my objective function when using OPL/CPLEX. I have tried unsuccessfully a number of methods to simply take the square root of the squares of the variables.

    Below is my objective function and corresponding constraint. When I run this I receive the error message that Q is not positive semi-definite. What am I doing wrong?

    dvar float+ q;
    dvar boolean yi in MISSIONSc in CONFIGSt in TIME;

    maximize Pi * q;

    st.

    sum(i in MISSIONS, c in CONFIGS)(ObsVal_Range[i][c]*sum(t in TIME)y[i][c][t])^2 >= q^2;

    Both Pi and ObsVal_Range[i][c] are model parameters.

    Any ideas on how I can get this working properly? Thanks.
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