Chapter 6: Problem 63
find \(f_{x x} f_{x y}, f_{y x},\) and \(f_{y y}\). $$f(x, y)=\frac{x}{y^{2}}-\frac{y}{x^{2}}$$
Short Answer
Expert verified
\(f_{xx} = -\frac{6y}{x^4},\quad f_{xy} = -\frac{2}{y^3} + \frac{2}{x^3},\quad f_{yx} = -\frac{2}{y^3} + \frac{2}{x^3},\quad f_{yy} = \frac{6x}{y^4}\)
Step by step solution
01
Find First Partial Derivative with Respect to x,
Given the function \[ f(x, y) = \frac{x}{y^2} - \frac{y}{x^2} \]we need to calculate the partial derivative of \(f\) with respect to \(x\). Use the quotient rule for differentiation: \[ \frac{d}{dx} \left( \frac{u}{v} \right) = \frac{v \cdot \frac{du}{dx} - u \cdot \frac{dv}{dx}}{v^2} \]For the first term, \(u = x\) and \(v = y^2\), yielding: \[ \frac{\partial}{\partial x} \left( \frac{x}{y^2} \right) = \frac{y^2 \cdot 1 - x \cdot 0}{y^4} = \frac{1}{y^2} \]For the second term, \(u = y\) and \(v = x^2\), yielding:\[ \frac{\partial}{\partial x} \left( -\frac{y}{x^2} \right) = -\left( \frac{x^2 \cdot 0 - y \cdot 2x}{x^4} \right) = \frac{2y}{x^3} \]Thus, the first partial derivative \(f_x\) is:\[ f_x = \frac{1}{y^2} + \frac{2y}{x^3} \]
02
Find First Partial Derivative with Respect to y
Next, we find the partial derivative of \(f\) with respect to \(y\). Applying the quotient rule again to each term:For the first term, \(u = x\) and \(v = y^2\), we obtain:\[ \frac{\partial}{\partial y} \left( \frac{x}{y^2} \right) = \frac{y^2 \cdot 0 - x \cdot 2y}{y^4} = -\frac{2xy}{y^{4}} = -\frac{2x}{y^3} \]For the second term, \(u = y\) and \(v = x^2\), we get:\[ \frac{\partial}{\partial y} \left( -\frac{y}{x^2} \right) = -\left( \frac{x^2 \cdot 1}{x^4} \right) = -\frac{1}{x^2} \]Thus, the first partial derivative \(f_y\) is:\[ f_y = -\frac{2x}{y^3} - \frac{1}{x^2} \]
03
Find Second Mixed Partial Derivative with Respect to x and y
First, find \(f_{xy}\) by differentiating \(f_x\) with respect to \(y\):For \(f_x = \frac{1}{y^2} + \frac{2y}{x^3}\), we get:\[ \frac{\partial}{\partial y} \left( \frac{1}{y^2} \right) = -\frac{2}{y^3} \]For the second term, differentiate \(\frac{2y}{x^3}\) with respect to \(y\):\[ \frac{\partial}{\partial y} \left( \frac{2y}{x^3} \right) = \frac{2}{x^3} \]Thus, \[ f_{xy} = -\frac{2}{y^3} + \frac{2}{x^3} \]
04
Find Second Mixed Partial Derivative with Respect to y and x
Next, find \(f_{yx}\) by differentiating \(f_y\) with respect to \(x\):For \( f_y = -\frac{2x}{y^3} - \frac{1}{x^2} \), differentiate the first term:\[ \frac{\partial}{\partial x} \left( -\frac{2x}{y^3} \right) = -\frac{2}{y^3} \]For the second term, \[ \frac{\partial}{\partial x} \left( -\frac{1}{x^2} \right) = \frac{2}{x^3} \]Thus,\[ f_{yx} = -\frac{2}{y^3} + \frac{2}{x^3} \]
05
Find Second Partial Derivative with Respect to x
For the second derivative \(f_{xx}\), differentiate \(f_x\) with respect to \(x\):For the first term \(\frac{1}{y^2}\), the derivative is 0 since it is a constant with respect to \(x\).For \(\frac{2y}{x^3}\), apply the power rule:\[ \frac{\partial}{\partial x} \left( \frac{2y}{x^3} \right) = \frac{2y \cdot (-3)}{x^4} = -\frac{6y}{x^4} \]Thus, \[ f_{xx} = -\frac{6y}{x^4} \]
06
Find Second Partial Derivative with Respect to y
Finally, for \(f_{yy}\), differentiate \(f_y\) with respect to \(y\):For \(-\frac{2x}{y^3}\), apply the power rule:\[ \frac{\partial}{\partial y} \left( -\frac{2x}{y^3} \right) = \frac{6x}{y^4} \]The \(\frac{1}{x^2}\) term is a constant with respect to \(y\), so its derivative is 0.Thus, \[ f_{yy} = \frac{6x}{y^4} \]
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Quotient Rule
When finding the derivative of a function that is the ratio of two functions, such as \( \frac{u}{v} \), we use the quotient rule. The quotient rule is expressed as:
For example, consider the function \( f(x, y) = \frac{x}{y^2} - \frac{y}{x^2} \). Here, we need the partial derivative of each term separately.
- \( \frac{d}{dx}\left(\frac{u}{v}\right) = \frac{v \cdot \frac{du}{dx} - u \cdot \frac{dv}{dx}}{v^2} \)
For example, consider the function \( f(x, y) = \frac{x}{y^2} - \frac{y}{x^2} \). Here, we need the partial derivative of each term separately.
- For \( \frac{x}{y^2} \), since \( x \) is in the numerator and constant with respect to \( y \), the derivative of the numerator is 0 when differentiating with respect to \( x \).
- Apply the quotient rule for \( \frac{x}{y^2} \) with \( u = x \) and \( v = y^2 \).
- Repeat similarly for the second term \( -\frac{y}{x^2} \) using \( u = y \) and \( v = x^2 \).
Mixed Derivatives
Mixed derivatives involve differentiating with respect to more than one variable. For a function \( f(x, y) \), the mixed derivative \( f_{xy} \) first involves differentiating with respect to \( x \), followed by differentiating the resulting expression with respect to \( y \).
The order of differentiation can sometimes affect the result of functions that are not smoothly enough defined, but for most sufficiently nice functions like \( f(x, y) = \frac{x}{y^2} - \frac{y}{x^2} \), mixed partial derivatives \( f_{xy} \) and \( f_{yx} \) are equal.
The order of differentiation can sometimes affect the result of functions that are not smoothly enough defined, but for most sufficiently nice functions like \( f(x, y) = \frac{x}{y^2} - \frac{y}{x^2} \), mixed partial derivatives \( f_{xy} \) and \( f_{yx} \) are equal.
- Begin by finding \( f_x = \frac{1}{y^2} + \frac{2y}{x^3} \).
- Then, find the derivative of this result with respect to \( y \) to get \( f_{xy} = -\frac{2}{y^3} + \frac{2}{x^3} \).
- Similarly, calculate \( f_y \) first, \( f_y = -\frac{2x}{y^3} - \frac{1}{x^2} \), and differentiate with respect to \( x \) to confirm \( f_{yx} = \) \(-\frac{2}{y^3} + \frac{2}{x^3} \).
Second Partial Derivative
The second partial derivatives of a function give us further information regarding the curvature of the surface described by the function. For a function \( f \), find the second partial derivative with respect to \( x \) by differentiating the first partial derivative \( f_x \) again with respect to \( x \).
This tells us how the rate of change of \( f \) with respect to \( x \) itself changes as \( x \) changes. Similarly, calculate \( f_{yy} \) for changes in \( y \).
This tells us how the rate of change of \( f \) with respect to \( x \) itself changes as \( x \) changes. Similarly, calculate \( f_{yy} \) for changes in \( y \).
- Take \( f_x = \frac{1}{y^2} + \frac{2y}{x^3} \), and since \( \frac{1}{y^2} \) is a constant with respect to \( x \), it yields 0 when deriving again for \( x \).
- Apply the power rule to \( \frac{2y}{x^3} \): \( \frac{-6y}{x^4} \) to find \( f_{xx} \).
- For \( f_y = -\frac{2x}{y^3} - \frac{1}{x^2} \), \( \frac{1}{x^2} \) vanishes, and \( -\frac{2x}{y^3} \) leads to \( \frac{6x}{y^4} \) for \( f_{yy} \).