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 - Preliminary Questions - Page 800: 3

Answer

Two main geometric properties: 1. $\nabla {f_P}$ points in the direction of maximum rate of increase. The maximum rate of increase is $||\nabla {f_P}||$. 2. $\nabla {f_P}$ is orthogonal to the level curve (or surface) through $P$.

Work Step by Step

Assume $\nabla {f_P} \ne {\bf{0}}$. Two main geometric properties of the gradient $\nabla f$ at the point $P$: 1. $\nabla {f_P}$ points in the direction of maximum rate of increase. The maximum rate of increase is $||\nabla {f_P}||$. 2. $\nabla {f_P}$ is orthogonal to the level curve (or surface) through $P$.
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