Math Problem Statement

Consider the function e^{-(x^{2}+y^{2})}(x^{2}+2y^{2})

Q2) How many critical points does f have?

Q3) Now consider f defined on the domain x^2+y^2≤4 . Determine the absolute maximum and minimum values of f on this domain. Note: e^5 would be entered as exp(5) into the answer box.

Value of absolute maximum = ?

Value of absolute minimum = ?

Q4) Based on Question 3, which of the following options is correct?

Select one:

a. Neither of the absolute max and min values of f occur on the boundary.

b. Only the absolute min of f occurs on the boundary.

c. Both the absolute max and min values of f occur on the boundary.

d. Only the absolute max of f occurs on the boundary.

Solution

Let's solve the problems step-by-step.

Question 2: How many critical points does ff have?

  1. The given function is f(x,y)=e(x2+y2)(x2+2y2)f(x, y) = e^{-(x^{2}+y^{2})}(x^{2}+2y^{2}).
  2. To find critical points, we first need to compute the partial derivatives of ff with respect to xx and yy and set them equal to zero.
    • Compute fx=fxf_x = \frac{\partial f}{\partial x}.
    • Compute fy=fyf_y = \frac{\partial f}{\partial y}.
  3. Set fx=0f_x = 0 and fy=0f_y = 0 to find the critical points.

After solving, we find that ff has 3 critical points:

  1. (0,0)(0, 0)
  2. (1,0)(1, 0)
  3. (1,0)(-1, 0)

So, the answer to Question 2 is 3 critical points.

Question 3: Determine the absolute maximum and minimum values of ff on the domain x2+y24x^2+y^2 \leq 4.

  1. Find the values of ff at the critical points inside the domain:

    • Evaluate ff at (0,0)(0, 0), (1,0)(1, 0), and (1,0)(-1, 0).
  2. Analyze the boundary of the domain x2+y2=4x^2 + y^2 = 4:

    • Use a parametric representation of the boundary: x=2cosθx = 2\cos\theta, y=2sinθy = 2\sin\theta.
    • Substitute xx and yy in f(x,y)f(x, y), giving a single-variable function in terms of θ\theta.
    • Find the critical points of this new function by differentiating with respect to θ\theta.
  3. Compare values:

    • Evaluate ff at the critical points found on the boundary and at the points inside the domain.
    • Determine the maximum and minimum values.

After performing these calculations:

  • Absolute maximum value is f(0,0)=0f(0, 0) = 0.
  • Absolute minimum value is at f(2,0)=4e4f(2, 0) = -4e^{-4}.

So, the values are:

  • Absolute maximum = 0
  • Absolute minimum = 4e4-4e^{-4}

Question 4: Based on Question 3, which of the following options is correct?

Let's analyze the options:

  • The absolute maximum of ff occurs at (0,0)(0, 0), which is inside the domain, not on the boundary.
  • The absolute minimum of ff occurs at (2,0)(2, 0), which is on the boundary.

Thus, the correct answer is:

d. Only the absolute max of ff occurs on the boundary.

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Math Problem Analysis

Mathematical Concepts

Multivariable Calculus
Critical Points
Absolute Maxima and Minima
Domain and Boundary Analysis

Formulas

Partial derivatives f_x = ∂f/∂x, f_y = ∂f/∂y
Boundary parametric form: x = 2cosθ, y = 2sinθ

Theorems

First-order conditions for critical points
Lagrange multipliers for boundary optimization
Extreme Value Theorem

Suitable Grade Level

Undergraduate Calculus (Multivariable Calculus)