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
Correct Answer :
0.25
Solution :
The correct option is 0.25.
To find the probability that the sum of the variables is greater than 20, we can analyze the sample space geometrically.
The variable is uniformly distributed between 0 and 10, and the variable is uniformly distributed between 0 and 20. Since and are independent, the joint sample space is a rectangle in the -plane defined by:
and .
The total area of this rectangular sample space is:
.
We want to find the probability that:
, which can be rewritten as .
Let us identify the region within our rectangle where this inequality holds. The boundary line is:
.
Let's find the intersection points of this line with the boundaries of the rectangular region:
- When , . This is the top-left corner of the rectangle, .
- When , . This point lies on the right boundary of the rectangle, .
The region where within the rectangle is a right-angled triangle at the top-right corner. The vertices of this triangular region are:
, , and .
The base of this triangle along the top edge () goes from to , so its length is:
.
The height of this triangle along the right edge () goes from to , so its length is:
.
The area of this triangular region is:
.
Since the probability distribution is uniform, the probability is the ratio of the favorable area to the total area:
.
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