How to insert neural network model as an objective function in pattern search

2019 3 11
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Dear All;
I built a neural network model and i want to use pattern search to determine the set of input that give the optimal output value (NN output) .
My objective function J is simply the output of NN model ,
in other words:
Y=sim(net, X);
J=Y ( I need to maximum output) or (Y=I/J) for minimum.
but the issue that i need the objective function as scalar value for pattern search algothim while J here is vector , how can we do recolve this issue

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