Exercise 3.1. Find f'(x), Vf(x) and V²f(x) for the following functions (a) f(x) = }r"Hx, where H is an n x n constant matrix (not necessaril (b) f(x) = b"Ar – žr™A™Ax, where A is an m x n constant matrix ar m-vector.

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Exercise 3.1. Find f'(x), Vf(x) and V?f(x) for the following functions of n variables.
(a) f(x) = }a"Hx, where H is an n x n constant matrix (not necessarily symmetric).
(b) f(x) = b"Ar – a"A™Ax, where A is an m x n constant matrix and b is a constant
m-vector.
(c) f(x) = }E", F:(x)², where F is a vector-valued function F : R" → R" with twice-
differentiable components {F;(x)}.
%3D
Transcribed Image Text:Exercise 3.1. Find f'(x), Vf(x) and V?f(x) for the following functions of n variables. (a) f(x) = }a"Hx, where H is an n x n constant matrix (not necessarily symmetric). (b) f(x) = b"Ar – a"A™Ax, where A is an m x n constant matrix and b is a constant m-vector. (c) f(x) = }E", F:(x)², where F is a vector-valued function F : R" → R" with twice- differentiable components {F;(x)}. %3D
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