Math Problem Statement
Solution
The problem asks us to determine the extreme values (if they exist) of the function:
To find the extrema, we can follow these steps:
- Calculate the partial derivatives of with respect to and to find the critical points.
- Set the partial derivatives equal to zero and solve the resulting system of equations.
- Use the second partial derivative test to determine the nature of the critical points (maximum, minimum, or saddle point).
Step 1: Calculate the Partial Derivatives
Let's find and .
- Partial derivative with respect to : = 3x^2 - 6x(y - 1)$$
- Partial derivative with respect to : = 6y - 3x^2$$
Step 2: Set Partial Derivatives to Zero
Now, we set each partial derivative equal to zero to find the critical points.
-
:
-
:
This results in a system of equations:
Simplify each equation to solve for and .
Step 3: Solve the System
From the second equation, we get:
Substitute into the first equation: This simplifies to:
This gives as a solution, and we can further analyze to find other solutions if they exist.
Would you like me to continue with the second derivative test or provide additional steps?
Follow-up Questions
- Would you like an explanation of the second partial derivative test?
- Are you interested in seeing more examples of extrema calculations for similar functions?
- Do you need help with interpreting the results of critical points in terms of maximum, minimum, or saddle points?
- Would you like me to graph the function to visualize the critical points?
- Do you want to see how this function behaves at the boundaries for further verification?
Tip: Always check both partial derivatives carefully when solving for critical points, as small calculation errors can lead to incorrect results in finding extrema.
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Math Problem Analysis
Mathematical Concepts
Calculus
Partial Derivatives
Critical Points
Second Derivative Test
Formulas
Partial derivative with respect to x, f_x(x, y)
Partial derivative with respect to y, f_y(x, y)
System of equations from setting partial derivatives to zero
Second derivative test for classifying critical points
Theorems
Second Derivative Test
Suitable Grade Level
University-level Calculus
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