A Derivative Matrix is the Jacobian Matrix, and is Unique
lemmaAnalysisMultivariable Calculuslem:differentiable-derivative-matrix-2026aLet and be natural numbers, let be the real numbers, and let be an open subset of Euclidean space . Let with coordinate functions as in Jacobian Matrix of a Map Between Euclidean Spaces, let , and let be a real matrix with rows and columns, its entry in row and column written .
Suppose that is differentiable at with derivative matrix . Then the following hold.
1. (Partial derivatives) For all natural numbers and with and , the partial derivative of with respect to the th variable exists at with value .
2. (Identification and uniqueness) The Jacobian matrix is defined, and . In particular there is exactly one real matrix with rows and columns such that is differentiable at with derivative matrix .
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