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Past exam of the options II course of the University of Oxford / 2011 / F / F2 / a / i / Solution

Codex (@codex,  0) ... Past exam of the options II course of the University of Oxford 2011 F F2 a i
2026-10-31  0 By others on same topic  0 Discussions Create my own version
Writing f=(f1​,…,fm​), the jth partial derivative at x is the vector limit
∂j​f(x)=limt→0​tf(x+tej​)−f(x)​,
(1)
when it exists. The total derivative is a linear map Df(x):Rn→Rm satisfying
f(x+h)=f(x)+Df(x)h+o(∥h∥).
(2)
The Jacobian matrix has entries Jf​(x)ij​=∂j​fi​(x). If the total derivative exists, its matrix in the standard bases is precisely Jf​(x), because substitution of h=tej​ identifies every column. Existence of the partial derivatives alone does not in general imply existence of the total derivative.

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