Question:

Let \( U = \{(x, y) \in \mathbb{R}^2 : x + y \leq 2\} \). Define \( f: U \to \mathbb{R} \) by \[ f(x, y) = (x - 1)^4 + (y - 2)^4. \] The minimum value of \( f \) over \( U \) is: (answer in integer).

Show Hint

When dealing with optimization problems in geometry, it is often helpful to check the boundary points and critical points to find the minimum or maximum values of the function.
Updated On: Apr 9, 2025
  • 0
  • \( \frac{1}{16} \)
  • \( \frac{17}{81} \)
  • \( \frac{1}{8} \)
Hide Solution
collegedunia
Verified By Collegedunia

The Correct Option is D

Solution and Explanation

Step 1: Understand the region \( U \).
The region \( U \) is defined by the inequality \( x + y \leq 2 \). This is a half-plane bounded by the line \( x + y = 2 \).

Step 2: Minimize \( f(x, y) = (x - 1)^4 + (y - 2)^4 \).
To minimize \( f(x, y) \), we look for the point in \( U \) where the function \( f(x, y) \) takes its minimum value. Notice that the function \( f(x, y) \) is a sum of two fourth powers, which are minimized when \( x = 1 \) and \( y = 2 \), i.e., the point closest to the origin of the function's definition.

Step 3: Check if \( (1, 2) \) lies in the region \( U \).
Substituting \( x = 1 \) and \( y = 2 \) into the inequality \( x + y \leq 2 \), we get: \[ 1 + 2 = 3 \quad \text{which is greater than} \quad 2. \] Thus, the point \( (1, 2) \) is not inside the region \( U \).

Step 4: Find the closest point on the boundary.
The point on the boundary closest to \( (1, 2) \) is the point where the line \( x + y = 2 \) intersects the line joining \( (1, 2) \) and the origin. By geometry, the closest point on the boundary is \( (1, 1) \).

Step 5: Compute \( f(1, 1) \).
Substitute \( (x, y) = (1, 1) \) into \( f(x, y) \): \[ f(1, 1) = (1 - 1)^4 + (1 - 2)^4 = 0 + 1 = 1. \] Thus, the minimum value of \( f(x, y) \) over \( U \) is \( \boxed{1} \).
Was this answer helpful?
0
0

Questions Asked in GATE ST exam

View More Questions