How to solve 'User supplied objective function must return a scalar value' in fmincon?

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Hello. I have done power flow calculation. After power flow calculation, I got Losses in the line which is (131x96) matrix. This matrix I have used as an objective value to optimize losses. The objective value is like below,
AC_DC_losses=abs(LineLosses); ----- (131x96) matrix.
When I optimize with fmincon, it shows the error like, 'User supplied objective function must return a scalar value'. I am understanding the problem. Is this the problem because the objective value is (131x96) matrix. Could anyone give me suggestion regarding this?
Thanks in advance.
  1 Comment
Walter Roberson
Walter Roberson on 27 Jan 2018
You have multiple outputs. What are you trying to optimize:
  • minimize total losses?
  • minimize median loss?
  • minimize standard deviation of losses?
  • find a set of losses such that it is not possible to lower any one of them without raising at least one other of them? ("Pareto front")

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Answers (2)

Walter Roberson
Walter Roberson on 28 Jan 2018
To minimize total losses your output should be
AC_DC_losses = sum(abs(LineLosses(:)));

Arifur Rahman
Arifur Rahman on 27 Jan 2018
I have to minimize total losses. @Walter Roberson

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