Chapter 12: Problem 14
A function \(z=f(x, y)\) and a point \(P\) are given. Find the directional derivative of \(f\) in the indicated directions. Note: these are the same functions as in Exercises 7 through 12. \(f(x, y)=\sin x \cos y, P=\left(\frac{\pi}{4}, \frac{\pi}{3}\right)\) (a) In the direction of \(\vec{v}=\langle 1,1\rangle .\) (b) In the direction toward the point \(Q=(0,0)\).
Short Answer
Step by step solution
Find the Gradient of f
Evaluate Gradient at P
Directional Derivative in Direction of \(\vec{v}\)
Directional Derivative Toward Point Q
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Gradient
To find the gradient, you take the derivative of \( f \) with respect to each variable separately:
- First, find the partial derivative with respect to \( x \): \( f_x = \frac{\partial}{\partial x}(\sin x \cos y) = \cos x \cos y \).
- Next, find the partial derivative with respect to \( y \): \( f_y = \frac{\partial}{\partial y}(\sin x \cos y) = -\sin x \sin y \).
Partial Derivatives
For example, with the function \( f(x, y) = \sin x \cos y \):
- The partial derivative with respect to \( x \), denoted as \( f_x \), measures the rate of change of \( f \) along the \( x \)-axis. In this case, we treat \( y \) as a constant, resulting in \( f_x = \cos x \cos y \).
- Similarly, the partial derivative with respect to \( y \), denoted as \( f_y \), measures the rate of change of \( f \) along the \( y \)-axis, giving us \( f_y = -\sin x \sin y \) when \( x \) is treated as constant.
Trigonometric Functions
These functions have specific values at commonly used angles, such as \( \frac{\pi}{4} \) and \( \frac{\pi}{3} \), which can simplify calculations:
- \( \cos \left(\frac{\pi}{4}\right) = \frac{\sqrt{2}}{2} \)
- \( \sin \left(\frac{\pi}{4}\right) = \frac{\sqrt{2}}{2} \)
- \( \cos \left(\frac{\pi}{3}\right) = \frac{1}{2} \)
- \( \sin \left(\frac{\pi}{3}\right) = \frac{\sqrt{3}}{2} \)