The average time to get an order at a restaurant is 15 minutes. We need to find the probability that you will receive your order in the first 10 minutes. The probability is given by the formula $P(a \le X \le b) = \int_a^b \frac{1}{\mu}e^{-\frac{x}{\mu}} dx$, where $\mu$ is the average value.

Probability and StatisticsProbabilityExponential DistributionDefinite IntegralCalculus
2025/5/10

1. Problem Description

The average time to get an order at a restaurant is 15 minutes. We need to find the probability that you will receive your order in the first 10 minutes. The probability is given by the formula P(aXb)=ab1μexμdxP(a \le X \le b) = \int_a^b \frac{1}{\mu}e^{-\frac{x}{\mu}} dx, where μ\mu is the average value.

2. Solution Steps

The average time μ\mu is given as 15 minutes. We want to find the probability that the order is received within the first 10 minutes. This means we want to find P(0X10)P(0 \le X \le 10). So a=0a = 0 and b=10b = 10.
Using the given formula, we have:
P(0X10)=010115ex15dxP(0 \le X \le 10) = \int_0^{10} \frac{1}{15}e^{-\frac{x}{15}} dx
To solve the integral, let u=x15u = -\frac{x}{15}, so du=115dxdu = -\frac{1}{15} dx, which means dx=15dudx = -15 du.
When x=0x = 0, u=015=0u = -\frac{0}{15} = 0.
When x=10x = 10, u=1015=23u = -\frac{10}{15} = -\frac{2}{3}.
So the integral becomes:
P(0X10)=023115eu(15)duP(0 \le X \le 10) = \int_0^{-\frac{2}{3}} \frac{1}{15}e^{u} (-15) du
P(0X10)=023euduP(0 \le X \le 10) = -\int_0^{-\frac{2}{3}} e^{u} du
P(0X10)=[eu]023P(0 \le X \le 10) = -[e^{u}]_0^{-\frac{2}{3}}
P(0X10)=(e23e0)P(0 \le X \le 10) = -(e^{-\frac{2}{3}} - e^0)
P(0X10)=(e231)P(0 \le X \le 10) = -(e^{-\frac{2}{3}} - 1)
P(0X10)=1e23P(0 \le X \le 10) = 1 - e^{-\frac{2}{3}}
P(0X10)=1e0.6667P(0 \le X \le 10) = 1 - e^{-0.6667}
P(0X10)10.5134P(0 \le X \le 10) \approx 1 - 0.5134
P(0X10)0.4866P(0 \le X \le 10) \approx 0.4866
The closest answer is 0.
4
8
7.

3. Final Answer

C. 0.487

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