Define dynamic set using embedded code facility

Problems with syntax of GAMS
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sam_Hab
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Define dynamic set using embedded code facility

Post by sam_Hab » 1 week ago

Hello ,

I am new to gams and I am trying to define a dynamic set in a "for statement". In fact, I want to solve my model using a different set each time and I am using the embedded code facility for python to define in each iteration my new dynamic set.

In my model I have declared my parameters and equations using the main set and then the definition using the subset.

Below is my code and this is the error I am getting, I don't know what I am missing and if this is the right way to do it

Error:

Assignment to set used in 'ord' or lag
this statement changes the content of a set previously used with 'ord' or lag/lead

Code:

Code: Select all


Sets i products / i0*i50 /
     j suppliers / j0*j50  /
     t time periods / t0*t50 /
     sub_j(j)   dynamic subset for j
     sub_t(t)   dynamic subset for t
     sub_i(i)   dynamic subset for i ;
     
for ( product = 1 to 5 by 2,
    for( supplier = 1 to 5 by 2,
       for ( time = 1 to 5 by 2,

           embeddedCode Python:

            product = list(gams.get("product"))
            supplier = list(gams.get("supplier"))
            time = list(gams.get("time"))

            sub_i = list(gams.get("sub_i"))
            sub_j = list(gams.get("sub_j"))
            sub_t = list(gams.get("sub_t"))

            "gams.set("sub_i",["i" + str(x) for x in list(range(0, int(product)))])"
            "gams.set("sub_j",["j" + str(x) for x in list(range(0, int(supplier)))])"
            "gams.set("sub_t",["t" + str(x) for x in list(range(0, int(time)))])"

          endEmbeddedCode sub_i  sub_j  sub_t

          Solve model minimizing cost using mip ;

       );
    );
);     
Any help would be appreciated
Thanks !

Freddy
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Posts: 1
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Re: Define dynamic set using embedded code facility

Post by Freddy » 1 week ago

Hi,

I am not quite sure whether this is really what you mean to do, but I guess using embeddedCode in this situation is a bit of an overkill. Here is some GAMS code that does what I think you want to achieve:

Code: Select all

Sets i products / i0*i50 /
     j suppliers / j0*j50  /
     t time periods / t0*t50 /
     sub_j(j)   dynamic subset for j
     sub_t(t)   dynamic subset for t
     sub_i(i)   dynamic subset for i ;
  
for ( product = 1 to 5 by 2,
    for( supplier = 1 to 5 by 2,
       for ( time = 1 to 5 by 2,
           sub_i(i) = ord(i) <= product;
           sub_j(j) = ord(j) <= supplier;
           sub_t(t) = ord(t) <= time;

          Solve model minimizing cost using mip ;

       );
    );
);

Greetings,
Freddy

sam_Hab
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Posts: 5
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Re: Define dynamic set using embedded code facility

Post by sam_Hab » 1 week ago

Thanks for your quick response
I included what you mentioned and I tested it and it is working pretty fine but in a way simpler than my code with the embedded facility code, however, I am still getting the same error with the dynamic set assignment for the objective function and the first constraint:

Error:

Code: Select all

Assigning to set used in 'ord' or lag
       this statement changes the content of a set
       previously used with 'ord' or lag/lead.
This is my complete code:

Code: Select all

Scalar product ;
Scalar supplier ;
Scalar time ;

Sets i products / i0*i50 /
     j suppliers / j0*j50  /
     t time periods / t0*t50 /
     sub_j(j)   dynamic subset for j
     sub_t(t)   dynamic subset for t
     sub_i(i)   dynamic subset for i ;

Alias ( k , t ) ;
Parameter D( i , t )  ;
Parameter P( i , j ) ;
Parameter H( i )  ;
Parameter O( j )  ;


Variables x ( i , j , t )
y ( j , t )
R( i , t )
Z( i , j , t )
cost ;
Positive Variables x ,R, Z;
Binary Variable y ;
Equations obj objective function
          con1 ( i , t ) ;

obj .. cost =E= sum ( ( sub_i , sub_j , sub_t ) ,P( sub_i , sub_j )* x ( sub_i , sub_j , sub_t ))+sum ( ( sub_j , sub_t ) ,O( sub_j )* y ( sub_j , sub_t ) )
+sum ( ( sub_i , sub_t ) ,H( sub_i ) * ( sum ( k$ ( ord ( sub_t ) GE ord ( k ) ) , sum ( sub_j , x ( sub_i , sub_j , k))-D( sub_i , k ) ) ) ) ;

con1 ( sub_i , sub_t ) .. R( sub_i , sub_t ) =E= sum ( k$ ( ord ( sub_t ) GE ord ( k ) ) , sum ( sub_j , x ( sub_i , sub_j , k))-D( sub_i , k ) ) ;


display "---------------------formulation ----------------------";

option optcr =0;
option limrow =0;
option limcol =0;

Model Regular /all/;

for ( product = 5 to 15 by 5,
    for( supplier = 5 to 15 by 5,
       for ( time = 5 to 15 by 5,

           sub_i(i) = ord(i) <= product;
           sub_j(j) = ord(j) <= supplier;
           sub_t(t) = ord(t) <= time;

            Loop ((sub_i,sub_j), D(sub_i,sub_t) = uniformint(10,20));
            Loop (sub_i, P(sub_i,sub_j) = uniformint(10,20));
            Loop (sub_i, H(sub_i) = uniformint(1,4))    ;
            Loop (sub_j, O(sub_j) = uniformint(10,20))    ;

          Solve Regular minimizing cost using mip ;

       );
    );
);

Thanks for your help !

Freddy
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Posts: 1
Joined: 2 weeks ago

Re: Define dynamic set using embedded code facility

Post by Freddy » 1 week ago

So the problem here is that you are using the ord operator on the dynamic set 'sub_t'. Please refer to: https://www.gams.com/latest/docs/UG_Ord ... OrdAndCard for more information about how to use the ord operator. I have changed your code, so it executes properly now. If this is not what you wanted to achieve or you have any further questions, please feel free to ask.

Code: Select all

Scalar product ;
Scalar supplier ;
Scalar time ;

Sets i products / i0*i50 /
     j suppliers / j0*j50  /
     t time periods / t0*t50 /
     sub_j(j)   dynamic subset for j
     sub_t(t)   dynamic subset for t
     sub_i(i)   dynamic subset for i ;

Alias ( k , t ) ;
Parameter D( i , t )  ;
Parameter P( i , j ) ;
Parameter H( i )  ;
Parameter O( j )  ;


Variables x ( i , j , t )
y ( j , t )
R( i , t )
Z( i , j , t )
cost ;
Positive Variables x ,R, Z;
Binary Variable y ;
Equations obj objective function
          con1 ( i , t ) ;

obj ..
   cost =E= sum ( ( sub_i(i) , sub_j(j) , sub_t(t) ) ,P( i , j )* x ( i , j , t ))+sum ( ( sub_j(j) , sub_t(t) ) ,O( j )* y ( j , t ) )
            + sum ( ( sub_i(i) , sub_t(t) ) ,H( i ) * ( sum ( k$ ( ord ( t ) GE ord ( k ) ) , sum ( sub_j(j) , x ( i , j , k))-D( i , k ) ) ) ) ;

con1 ( sub_i(i) , sub_t(t) ) ..
   R( i , t ) =E= sum ( k$ ( ord ( t ) GE ord ( k ) ) , sum ( sub_j(j) , x ( i , j , k))-D( i , k ) ) ;


display "---------------------formulation ----------------------";

option optcr =0;
option limrow =0;
option limcol =0;

Model Regular /all/;

for ( product = 5 to 15 by 5,
    for( supplier = 5 to 15 by 5,
       for ( time = 5 to 15 by 5,

           sub_i(i) = ord(i) <= product;
           sub_j(j) = ord(j) <= supplier;
           sub_t(t) = ord(t) <= time;

           D(sub_i,sub_t) = uniformint(10,20);
           P(sub_i,sub_j) = uniformint(10,20);
           H(sub_i) = uniformint(1,4);
           O(sub_j) = uniformint(10,20);

          Solve Regular minimizing cost using mip ;

       );
    );
);

sam_Hab
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Posts: 5
Joined: 1 week ago

Re: Define dynamic set using embedded code facility

Post by sam_Hab » 1 week ago

Thank you so much, that worked :D

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