Derivatives of the Slice of a Function Along a Line
lemmaAnalysisMultivariable Calculuslem:line-slice-derivative-2026aLet be a natural number and let be the real numbers. Let be an open subset of Euclidean space , a real vector space by Euclidean Space is a Real Vector Space with the sum of points and the scalar multiple; write for the dot product.
Let be of class on , let , let be order-convex with for every , and let be the slice given by
Let satisfy for some , so that is an interior point of , and write .
Then the following hold, derivatives of real functions being those of Derivative at an Interior Point, well defined by Uniqueness of the Derivative at an Interior Point.
1. (First derivative) is differentiable at and, with the gradient and the partial derivatives of ,
2. (Second derivative) Suppose in addition that is of class on , and let be given by
so that by claim 1 the value is at every interior point of . Then is differentiable at and, with the Hessian matrix and the matrix-vector product,
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