Find all points where the function has any relative extrema. Identify any saddle points. f(x,y) = 4x² + 6xy + 3y² - 4x-8 Find the derivatives fxx. fyy, and fxy. fxx =

College Algebra
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Author:James Stewart, Lothar Redlin, Saleem Watson
Publisher:James Stewart, Lothar Redlin, Saleem Watson
Chapter2: Functions
Section: Chapter Questions
Problem 20P: In these problem you are asked to find a function that models a real-life situation and then use the...
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**Topic: Finding Relative Extrema and Saddle Points**

In this section, we will explore how to find all points where a given function has any relative extrema and identify any saddle points.

**Problem Statement:**

Given the function:

\[ f(x,y) = 4x^2 + 6xy + 3y^2 - 4x - 8 \]

**Task:**

1. Find all points where the function has any relative extrema.
2. Identify any saddle points.

**Steps to Solve:**

1. **Find the First Partial Derivatives:**
    - \( f_x \) (partial derivative with respect to \( x \))
    - \( f_y \) (partial derivative with respect to \( y \))

2. **Set the First Partial Derivatives to Zero:**
    - Solve \( f_x = 0 \)
    - Solve \( f_y = 0 \)

3. **Solve the System of Equations:**
    - These will provide the critical points.

4. **Find the Second Partial Derivatives:**
    - \( f_{xx} \) (second partial derivative with respect to \( x \))
    - \( f_{yy} \) (second partial derivative with respect to \( y \))
    - \( f_{xy} \) (mixed second partial derivative)

**Explicit Calculation Step:**

Next, calculate the second partial derivatives as asked.

**Second Partial Derivatives:**

\[ f_{xx} = \]

*Here, you would input the value of the second derivative with respect to \( x \).*

\[ f_{yy} = \]

*Here, you would input the value of the second derivative with respect to \( y \).*

\[ f_{xy} = \]

*Here, you would input the value of the mixed second derivative.*

**Determine the Type of Critical Points Using the Second Derivatives:**

Use the **second derivative test** for functions of two variables:

\[ D = f_{xx}(a,b)f_{yy}(a,b) - [f_{xy}(a,b)]^2 \]

- If \( D > 0 \) and \( f_{xx}(a,b) > 0 \), then \( f \) has a **local minimum** at \((a, b)\).
- If \( D > 0 \) and \( f_{xx}(a,b) < 0 \), then \( f \)
Transcribed Image Text:**Topic: Finding Relative Extrema and Saddle Points** In this section, we will explore how to find all points where a given function has any relative extrema and identify any saddle points. **Problem Statement:** Given the function: \[ f(x,y) = 4x^2 + 6xy + 3y^2 - 4x - 8 \] **Task:** 1. Find all points where the function has any relative extrema. 2. Identify any saddle points. **Steps to Solve:** 1. **Find the First Partial Derivatives:** - \( f_x \) (partial derivative with respect to \( x \)) - \( f_y \) (partial derivative with respect to \( y \)) 2. **Set the First Partial Derivatives to Zero:** - Solve \( f_x = 0 \) - Solve \( f_y = 0 \) 3. **Solve the System of Equations:** - These will provide the critical points. 4. **Find the Second Partial Derivatives:** - \( f_{xx} \) (second partial derivative with respect to \( x \)) - \( f_{yy} \) (second partial derivative with respect to \( y \)) - \( f_{xy} \) (mixed second partial derivative) **Explicit Calculation Step:** Next, calculate the second partial derivatives as asked. **Second Partial Derivatives:** \[ f_{xx} = \] *Here, you would input the value of the second derivative with respect to \( x \).* \[ f_{yy} = \] *Here, you would input the value of the second derivative with respect to \( y \).* \[ f_{xy} = \] *Here, you would input the value of the mixed second derivative.* **Determine the Type of Critical Points Using the Second Derivatives:** Use the **second derivative test** for functions of two variables: \[ D = f_{xx}(a,b)f_{yy}(a,b) - [f_{xy}(a,b)]^2 \] - If \( D > 0 \) and \( f_{xx}(a,b) > 0 \), then \( f \) has a **local minimum** at \((a, b)\). - If \( D > 0 \) and \( f_{xx}(a,b) < 0 \), then \( f \)
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