We are given two real numbers. The first number, $x$, lies in the interval $[-2, 2]$. The second number, $y$, is positive and does not exceed 4, meaning $0 < y \le 4$. We need to find the probability that the second number $y$ is less than the square of the first number $x$, i.e., $y < x^2$.

Probability and StatisticsProbabilityGeometric ProbabilityIntegrationArea Calculation
2025/3/25

1. Problem Description

We are given two real numbers. The first number, xx, lies in the interval [2,2][-2, 2]. The second number, yy, is positive and does not exceed 4, meaning 0<y40 < y \le 4. We need to find the probability that the second number yy is less than the square of the first number xx, i.e., y<x2y < x^2.

2. Solution Steps

First, we define the region where the numbers xx and yy can exist.
Since xx belongs to [2,2][-2, 2], we have 2x2-2 \le x \le 2.
Since yy is positive and does not exceed 4, we have 0<y40 < y \le 4.
The total region is a rectangle with vertices (2,0),(2,0),(2,4),(2,4)(-2, 0), (2, 0), (2, 4), (-2, 4) in the xyxy-plane.
The area of this rectangle is Atotal=(2(2))×(40)=4×4=16A_{total} = (2 - (-2)) \times (4 - 0) = 4 \times 4 = 16.
Next, we need to find the area of the region where y<x2y < x^2.
The curve y=x2y = x^2 intersects the rectangle.
Since 0<y40 < y \le 4 and 2x2-2 \le x \le 2, we are interested in the area under the curve y=x2y = x^2 within the rectangle.
We need to integrate y=x2y = x^2 with respect to xx from 2-2 to 22:
Adesired=22x2dxA_{desired} = \int_{-2}^{2} x^2 dx
Adesired=[x33]22A_{desired} = [\frac{x^3}{3}]_{-2}^{2}
Adesired=233(2)33=8383=83+83=163A_{desired} = \frac{2^3}{3} - \frac{(-2)^3}{3} = \frac{8}{3} - \frac{-8}{3} = \frac{8}{3} + \frac{8}{3} = \frac{16}{3}
The probability that y<x2y < x^2 is the ratio of the area under the curve y=x2y = x^2 to the total area of the rectangle:
P(y<x2)=AdesiredAtotal=16316=163×116=13P(y < x^2) = \frac{A_{desired}}{A_{total}} = \frac{\frac{16}{3}}{16} = \frac{16}{3} \times \frac{1}{16} = \frac{1}{3}

3. Final Answer

The probability is 13\frac{1}{3}.

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