objective function with nested sum

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Maryam Azani

2022年06月07日 15:27

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I have an objective function with multiple operations for which I tried nesting with help of quicksum (below):

X, I, Y, and B are model variables

I have tried the following code which works but the answer is not correct. seems something in the prioritization of operations goes wrong but I cannot detect where.

 

obj1 = gp.quicksum((I[month,item] - v[item]) * h[item] * X[month,item] 
                     for item in items
                     for month in months
                     if month >= months[a +1])
obj2 = gp.quicksum((B[month,item] + v[item]) * p[item] * Y[month,item] 
                     for item in items
                     for month in months
                     if month >= months[a +1])
    
obj = obj1 + obj2
LP.setObjective(obj, GRB.MINIMIZE)

P.S. I have tried https://support.gurobi.com/hc/en-us/community/posts/4413382171921-Values-of-parts-of-objective-function as well but the code gives error.

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  Maliheh Aramon

  • Gurobi Staff

  2022年06月08日 05:33

  Hi Maryam, 

  It is hard to know what has gone wrong. Could you please clarify the following in the mathematical expression?

  1. The argument of the \(\mbox{min}\) function is \(r_i(t)\), but there is no variable named \(r_i(t)\) in the expression.
  2. The first sum goes over \(s\) but there is no variable in the expression that depends on \(s\). I assume that \(s\) represents what you are referring to as \(\texttt{months}\), but what \(a\) is then?
  3. The first term starts from \(s=0\) and the second term starts from \(s=1\), but in the code, both terms apparently are summed over the same set of \(s\) values (months).

  Best regards,

  Maliheh

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