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

Correct Answer :

0.25

Solution :

The correct option is 0.25.

To find the probability that the sum of the variables x+y is greater than 20, we can analyze the sample space geometrically.

The variable x is uniformly distributed between 0 and 10, and the variable y is uniformly distributed between 0 and 20. Since x and y are independent, the joint sample space is a rectangle in the xy-plane defined by:
0x10 and 0y20.

The total area of this rectangular sample space is:
Total Area=10×20=200.

We want to find the probability that:
x+y>20, which can be rewritten as y>20-x.

Let us identify the region within our rectangle where this inequality holds. The boundary line is:
y=20-x.
Let's find the intersection points of this line with the boundaries of the rectangular region:
- When x=0, y=20. This is the top-left corner of the rectangle, (0,20).
- When x=10, y=10. This point lies on the right boundary of the rectangle, (10,10).

The region where y>20-x within the rectangle is a right-angled triangle at the top-right corner. The vertices of this triangular region are:
(0,20), (10,20), and (10,10).

The base of this triangle along the top edge (y=20) goes from x=0 to x=10, so its length is:
Base=10-0=10.
The height of this triangle along the right edge (x=10) goes from y=10 to y=20, so its length is:
Height=20-10=10.

The area of this triangular region is:
Favorable Area=12×base×height=12×10×10=50.

Since the probability distribution is uniform, the probability is the ratio of the favorable area to the total area:
P(x+y>20)=Favorable AreaTotal Area=50200=0.25.

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