Calculus (3rd Edition)

Published by W. H. Freeman
ISBN 10: 1464125260
ISBN 13: 978-1-46412-526-3

Chapter 15 - Differentiation in Several Variables - 15.5 The Gradient and Directional Derivatives - Exercises - Page 802: 56

Answer

Using Eq. (5) of Section 15.4, we show that the linear approximation in terms of the change in $f$ can be written as $\Delta f \simeq \nabla {f_p}\cdot\Delta {\bf{v}}$

Work Step by Step

Let $x=a+h$ and $y=b+k$. Using Eq. (5) of Section 15.4, the linear approximation in terms of the change in $f$ can be written as $\Delta f \simeq {f_x}\left( {a,b} \right)h + {f_y}\left( {a,b} \right)k$ But $\nabla {f_p} = \left( {{f_x}\left( {a,b} \right),{f_y}\left( {a,b} \right)} \right)$ and $\Delta {\bf{v}} = \left( {h,k} \right)$. Thus, $\Delta f \simeq \nabla {f_p}\cdot\Delta {\bf{v}}$
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