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help pow_p
pow_p Positive branch of the power function.
pow_p(X,P) computes a convex or concave branch of the power function:
P < 0: pow_p(X,P) = X.^P if X > 0, +Inf otherwise
0 <= P < 1: pow_p(X,P) = X.^P if X >= 0, -Inf otherwise
1 <= P : pow_p(X,P) = X.^P if X >= 0, +Inf otherwise
Both P and X must be real.Disciplined convex programming information: The geometry of pow_p(X,P) depends on the precise value of P, which must be a real constant: P < 0: convex and nonincreasing; X must be concave. 0 <= P < 1: concave and nondecreasing; X must be concave. 1 <= P : convex and nonmonotonic; X must be affine. In all cases, X must be real
if the 2nd argument of pow_p
is negative, the first argument must be concave (or affine). Hence, the error message.
Unsurprisingly, inv_p
also requires its argument to be concave (or affine).
So the first thing you need to do is prove that your model is convex.