Consider the set S of points which minimize the real valued function
Which of the following statements is true about the set S?
- AThe number of elements in the set S is finite and more than one.
- BThe numebr of elements in the set S is infinite.
- CThe set S is empty.
- DThe number of elements in the set S is exactly one.
Solution & Step-by-step Explanation
We are asked to find the set S of points that minimize the function . Let . Substituting this into the function, we get a function of a single variable :
Expand the expression:
Finding the Minimum Value
The function is a quadratic function, representing an upward-opening parabola. Its minimum occurs at the vertex. We can find the value of at the minimum by taking the derivative with respect to and setting it to zero.
The derivative is:
Set the derivative to zero to find the critical point:
The minimum value of the function occurs when . The minimum value is .
Defining the Set S
The set S consists of all points for which attains its minimum value. This happens when . So, the set S is the set of all points such that:
Characterizing the Set S
The equation defines a straight line in the plane. This line represents all possible pairs of that satisfy the condition for the minimum value of .
A straight line contains infinitely many points. Therefore, the set S is infinite.