Question Details

The variable x takes a value between 0 and 10 with uniform probability distribution. The variable y takes a value between 0 and 20 with uniform probability distribution. The probability of the sum of variables (x + y) being greater than 20 is

Options

A

0.25

B

0.33

C

0.50

D

0

Show Answer

Correct Answer :

Option A

0.25

0.25

Solution :

The correct answer is 0.25.

Step-by-step Explanation:

1. Identify the sample space:
The variable x is uniformly distributed between 0 and 10:
0x10
The variable y is uniformly distributed between 0 and 20:
0y20
Since x and y are independent, their joint probability density function is uniform over a rectangular region in the 2D plane.
The total area of this rectangular region (the sample space S) is:
Area(S)=10×20=200

2. Define the event of interest:
We want to find the probability that the sum of the variables is greater than 20:
x+y>20
This inequality can be rewritten as:
y>20-x

3. Determine the favorable region:
We need to find the area within the rectangle [0,10]×[0,20] that lies above the line y=20-x.
Let us find the boundary points of this region where the line intersects the boundaries of our rectangle:
- At x=0, y=20-0=20. This is the top-left corner of the rectangle: (0,20).
- At x=10, y=20-10=10. This point is on the right boundary of the rectangle: (10,10).
The line connects (0,20) and (10,10). The region where y>20-x within the rectangle is a right-angled triangle with vertices at (0,20), (10,20), and (10,10).

4. Calculate the area of the favorable region:
The base of this triangle along the top edge of the rectangle (from x=0 to x=10 at y=20) has a length of:
base=10-0=10
The height of this triangle along the right edge of the rectangle (from y=10 to y=20 at x=10) has a length of:
height=20-10=10
Thus, the area of the favorable region A is:
Area(A)=12×base×height=12×10×10=50

5. Calculate the probability:
Since the probability distribution is uniform, the probability is the ratio of the favorable area to the total area of the sample space:
P(x+y>20)=Area(A)Area(S)=50200=0.25

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