Decision Optimization

Decision Optimization

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


#Analytics
#DecisionOptimization
#DecisionOptimization
 View Only

OPL constraint - formulation help

  • 1.  OPL constraint - formulation help

    Posted 02/03/12 02:40 AM

    Originally posted by: SystemAdmin


    Greetings fellow IBM Ilog users,

    My group recently purchased ILog ODME and I have been assigned a task to migrate old optimization models developed with OMNI to ILog. I am currently working on a small transportation carrier selection model. I will appreciate your help with the syntax to get the following thing to work in OPL.

    Origin(Primary) - Destination(Primary) - Carrier(Primary)
    For a given route O1D1, there are multiple carriers - C1, C2, C3, C4 who can transport load. So we want the model to choose the cheapest carrier on this route. However the master carrier table has a complete list of carriers and not just the above four mentioned.

    My formulation was

    forall(ZCF in Destination, ZCT in Origin)
    ctEstLoads:
    sum(BC in Carrier)
    LoadZCFZCTBC == ELoadsZCFZCT.EstLoads;

    The above mentioned formulation does not choose carriers from C1, C2, C3 or C4.. Since I am using my master carrier table to loop over carriers, the model chooses the cheapest carrier from a list of all the carriers even though the carrier is not assigned to the route.

    So to make things more clear. I have following tables.

    _Routes_Table_ - Origin (Primary), Destination (Primary), Miles, EstLoads
    EstLoads is the frequency a carrier has to travel from origin to destination in a year.

    _Bids_Table_ - Origin (Primary), Destination (Primary), Carrier (Primary), $/mile
    The Bids_Table will be used to assign the carriers on a route.

    What would be a correct way to solve this constraint.
    #DecisionOptimization
    #MathematicalProgramming-General