Chapter 12: Problem 7
$$ f(x, y)=x y+\frac{2}{x}+\frac{4}{y} $$
Short Answer
Expert verified
Find the partial derivatives: \( \frac{\partial f}{\partial x} = y - \frac{2}{x^2} \) and \( \frac{\partial f}{\partial y} = x - \frac{4}{y^2} \).
Step by step solution
01
Understand the Function
The function given is a two-variable function \( f(x, y) = xy + \frac{2}{x} + \frac{4}{y} \). This function consists of a term that involves the product of \( x \) and \( y \), and two rational terms, \( \frac{2}{x} \) and \( \frac{4}{y} \). The goal is typically to analyze or find specific values, behavior, or derivatives of the function.
02
Identify Objective
Since no specific task was provided with the function, determine a common task such as finding critical points, computing partial derivatives, or evaluating at a specific point. For this example, let's decide to find the partial derivatives to analyze how the function changes with respect to \( x \) and \( y \).
03
Compute Partial Derivative with Respect to x
To find \( \frac{\partial f}{\partial x} \), differentiate the function \( f(x, y) = xy + \frac{2}{x} + \frac{4}{y} \) with respect to \( x \). Using the power rule and the quotient rule, we get:\[\frac{\partial f}{\partial x} = y - \frac{2}{x^2}\]
04
Compute Partial Derivative with Respect to y
To find \( \frac{\partial f}{\partial y} \), differentiate the function \( f(x, y) = xy + \frac{2}{x} + \frac{4}{y} \) with respect to \( y \). This gives:\[\frac{\partial f}{\partial y} = x - \frac{4}{y^2}\]
05
Summary of Partial Derivatives
The partial derivatives of the function are:- With respect to \( x \): \( \frac{\partial f}{\partial x} = y - \frac{2}{x^2} \)- With respect to \( y \): \( \frac{\partial f}{\partial y} = x - \frac{4}{y^2} \)
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Two-variable function
A two-variable function is a function that depends on two independent variables, typically denoted as \(x\) and \(y\). These functions describe a relationship where the output or dependent variable depends on the values of both inputs. An example of such a function is \(f(x, y) = xy + \frac{2}{x} + \frac{4}{y}\). Here, each term in the function depends on either \(x\), \(y\), or both.
- The term \(xy\) shows direct multiplication of the two variables.
- The term \(\frac{2}{x}\) demonstrates a rational expression involving only \(x\).
- The term \(\frac{4}{y}\) features \(y\) in a similar context.
Critical points
Critical points in two-variable functions are similar to those in single-variable functions. They indicate where the function's rate of change is zero, which can be useful for finding maxima, minima, or saddle points.
To find critical points:
To find critical points:
- Calculate the partial derivatives of the function with respect to each variable.
- Set these partial derivatives equal to zero.
- Solve the system of equations to find points \((x, y)\) where the function's rate of change is zero.
Power rule
The power rule is a fundamental principle of differentiation used to find the derivative of functions with powers. It states that if \(f(x) = x^n\), then the derivative \(f'(x) = nx^{n-1}\). This rule is simple but incredibly powerful, allowing swift calculation of derivatives.
When applying it to two-variable functions for partial derivatives, it helps differentiate terms like \(x^n\) or \(y^n\) with respect to one variable:
When applying it to two-variable functions for partial derivatives, it helps differentiate terms like \(x^n\) or \(y^n\) with respect to one variable:
- For \(f(x, y) = xy\), treating \(y\) as a constant yields \(\frac{\partial }{\partial x}(xy) = y\).
- For \(\frac{2}{x} = 2x^{-1}\), using the power rule gives \(-2x^{-2}\).
Quotient rule
The quotient rule is used to differentiate functions where variables are divided by each other. Specifically, if \(f(x) = \frac{u(x)}{v(x)}\), then the derivative is:\[\frac{d}{dx} \left( \frac{u}{v} \right) = \frac{v \cdot u' - u \cdot v'}{v^2}\]This rule is critical in handling terms like \(\frac{2}{x}\) when finding partial derivatives.
For two-variable functions, apply the quotient rule when dealing with terms that divide by a variable. For example:
For two-variable functions, apply the quotient rule when dealing with terms that divide by a variable. For example:
- The derivative with respect to \(x\) of \(\frac{2}{x}\) uses \(u = 2\) (which has derivative 0) and \(v = x\) to find \(-\frac{2}{x^2}\).