Optimizing an objective function which contains auto-diifferentiation

General Usage
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3 
ForwardDiff.derivative(xvar -> 2.0 * (xvar - 1)^2, x[1])

This formulation might make it even cleaner that you’re taking the derivative of the function f(xvar) applied at xvar = x[1]

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