Cole Ingram
01/31/2023 · Middle School
2. Consider the function \( f(x, y)=e^{1+x^{2}+y^{2}} \). - Sketch, if possible, the level curves for the values \( c=-1,0,1,2 \) - Find and classify the critical points of \( f(x, y) \).
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To analyze the function \( f(x, y) = e^{1 + x^2 + y^2} \), we will first look at the level curves and then find and classify the critical points.
### Level Curves
The level curves of a function \( f(x, y) \) for a constant \( c \) are defined by the equation \( f(x, y) = c \). For our function, this means we need to solve:
\[
e^{1 + x^2 + y^2} = c
\]
Taking the natural logarithm of both sides, we get:
\[
1 + x^2 + y^2 = \ln(c)
\]
This implies:
\[
x^2 + y^2 = \ln(c) - 1
\]
Now, we can analyze the values of \( c \):
1. **For \( c = -1 \)**:
\[
x^2 + y^2 = \ln(-1)
\]
This is undefined since the logarithm of a negative number is not real. Thus, there are no level curves for \( c = -1 \).
2. **For \( c = 0 \)**:
\[
x^2 + y^2 = \ln(0)
\]
This is also undefined since the logarithm of zero is negative infinity. Thus, there are no level curves for \( c = 0 \).
3. **For \( c = 1 \)**:
\[
x^2 + y^2 = \ln(1) - 1 = 0 - 1 = -1
\]
This is again undefined since \( x^2 + y^2 \) cannot be negative. Thus, there are no level curves for \( c = 1 \).
4. **For \( c = 2 \)**:
\[
x^2 + y^2 = \ln(2) - 1
\]
Since \( \ln(2) \) is approximately \( 0.693 \), we have:
\[
x^2 + y^2 \approx 0.693 - 1 = -0.307
\]
This is also undefined since \( x^2 + y^2 \) cannot be negative. Thus, there are no level curves for \( c = 2 \).
### Summary of Level Curves
In summary, there are no level curves for the values \( c = -1, 0, 1, 2 \) because the logarithm of these values either leads to undefined results or negative values for \( x^2 + y^2 \).
### Critical Points
To find the critical points of \( f(x, y) \), we need to compute the partial derivatives and set them to zero.
1. **Partial Derivatives**:
\[
f_x = \frac{\partial f}{\partial x} = e^{1 + x^2 + y^2} \cdot 2x
\]
\[
f_y = \frac{\partial f}{\partial y} = e^{1 + x^2 + y^2} \cdot 2y
\]
2. **Setting Partial Derivatives to Zero**:
\[
f_x = 0 \implies e^{1 + x^2 + y^2} \cdot 2x = 0 \implies 2x = 0 \implies x = 0
\]
\[
f_y = 0 \implies e^{1 + x^2 + y^2} \cdot 2y = 0 \implies 2y = 0 \implies y = 0
\]
Thus, the only critical point is \( (0, 0) \).
### Classification of Critical Points
To classify the critical point, we can use the second derivative test. We need to compute the second partial derivatives:
\[
f_{xx} = \frac{\partial^2 f}{\partial x^2} = e^{1 + x^2 + y^2} (4x^2 + 2)
\]
\[
f_{yy} = \frac{\partial^2 f}{\partial y^2} = e^{1 + x^2 + y^2} (4y^2 + 2)
\]
\[
f_{xy} = \frac{\partial^2 f}{\partial x \partial y} = e^{1 + x^2 + y^2} (4xy)
\]
At the critical point \( (0, 0) \):
\[
f_{xx}(
Quick Answer
The level curves for \( c = -1, 0, 1, 2 \) are undefined because the logarithm of these values leads to undefined results or negative values for \( x^2 + y^2 \). The critical point of \( f(x, y) \) is \( (0, 0) \), which is a saddle point.
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