topic Non Linear Mix Optimization using Proc OPTLSO and FCMP in Mathematical Optimization, Discrete-Event Simulation, and OR

Non Linear Mix Optimization using Proc OPTLSO and FCMP

mallikadey — Tue, 31 Jan 2017 17:50:25 GMT

Hi,

I am trying to solve a non linear mix integer problem where the objective function is of (x-a)*(x^y) format. x is the decision variable and y and a are constants. there are multiple linear constraints. my question -

Can I use PROC OPTLSO with MPS data option and define the objective function in a FCMP procedure? I have tried this already, but getting this error - "FCMP function evaluation failed".

Re: Non Linear Mix Optimization using Proc OPTLSO and FCMP

RobPratt — Tue, 31 Jan 2017 19:30:21 GMT

Yes, that is one approach. Can you please share your code and data?

Re: Non Linear Mix Optimization using Proc OPTLSO and FCMP

sbxkoenk — Sat, 24 Jun 2017 00:34:27 GMT

Hello,

I would do it with PROC OPTMODEL, but you can do it with PROC OPTLSO:

proc optlso
   primalout = work.solution            /* opt solution */
   variables = opt_fl_o.variable_limits 
   /* variables= dataset with decision variable limits LB UB */
   objective = work.objdata
   lincon =work.lincondata     /* work.lincondata    OR _null_ */
   NLINCON=work.nonlincondata  /* work.nonlincondata OR _null_ */
   loglevel = 1 printlevel = 1 seed = 100
;
run;
%PUT &=_OROPTLSO_; /*variable that gives feedback about opt status*/

You get the ERROR

ERROR: FCMP function evaluation failed

when you forgot to include one or more decision variables in the decision variable limits dataset (where you specify lower and upper bounds).

You can also get this same ERROR

when you use (the variable name of) non-decision variables among the function arguments and within the formula's when defining the non-linear constraints. Remove your non-decision variable from the list of function arguments and pass on its (fixed scalar) value to the formula in the return statement by means of a macro variable (for example).

Good luck,

Koen