Pregunta
upstudy study bank question image url

Suppose an electric-vehicle manufacturing company estimates that a driver who commutes 50 miles per day in a particular vehicle will require a nightly charge time of around 1 hour and 40 minutes ( 100 minutes) to recharge the vehicle's battery, Assume that the actual recharging time required is uniformly distributed between 80 and 120 minutes, (a) Give a mathematical expression for the probability density function of battery recharging time for this scenario, \[ f(x)=\left\{\begin{array}{ll} \square, & 80 \leq x \leq 120 \\ , & \text { elsewhere } \end{array}\right. \] (b) What is the probability that the recharge time will be less than 111 minutes? \( \square \) (c) What is the probability that the recharge time required is at least 89 minutes? (Round your answer to four decimal places.) \( \square \) (d) What is the probability that the recharge time required is between 85 and 95 minutes? \( \square \)

Ask by Huff Lane. in the United States
Mar 09,2025

Solución de inteligencia artificial de Upstudy

Respuesta verificada por el tutor

Responder

(a) The probability density function is \( f(x) = \frac{1}{40} \) for \( 80 \leq x \leq 120 \). (b) The probability that the recharge time is less than 111 minutes is 0.775. (c) The probability that the recharge time is at least 89 minutes is 0.7750. (d) The probability that the recharge time is between 85 and 95 minutes is 0.25.

Solución

(a) The probability density function for a uniform distribution over the interval \([80, 120]\) is given by \[ f(x)=\begin{cases} \frac{1}{120-80}=\frac{1}{40}, & 80 \leq x \leq 120, \\ 0, & \text{elsewhere}. \end{cases} \] (b) The probability that the recharge time will be less than 111 minutes is given by: \[ P(X < 111) = \frac{111 - 80}{40} = \frac{31}{40} = 0.775. \] (c) The probability that the recharge time required is at least 89 minutes is: \[ P(X \geq 89) = \frac{120 - 89}{40} = \frac{31}{40} = 0.7750. \] (d) The probability that the recharge time required is between 85 and 95 minutes is: \[ P(85 \leq X \leq 95) = \frac{95 - 85}{40} = \frac{10}{40} = 0.25. \]

Respondido por UpStudy AI y revisado por un tutor profesional

error msg
Explicar
Simplifique esta solución

Beyond the Answer

To start off with your questions: (a) The probability density function (PDF) for a uniform distribution is given by: \[ f(x)=\left\{\begin{array}{ll} \frac{1}{b-a} = \frac{1}{120-80} = \frac{1}{40}, & 80 \leq x \leq 120 \\ 0, & \text{ elsewhere } \end{array}\right. \] So, filling in the squares gives \( f(x)=\left\{\begin{array}{ll} \frac{1}{40}, & 80 \leq x \leq 120 \\ 0, & \text{ elsewhere } \end{array}\right. \) (b) To find the probability that the recharge time will be less than 111 minutes, we calculate the area under the PDF from 80 to 111 minutes. \[ P(X < 111) = \int_{80}^{111} f(x) \, dx = \int_{80}^{111} \frac{1}{40} \, dx = \frac{111-80}{40} = \frac{31}{40} = 0.775 \] (c) To find the probability that the recharge time is at least 89 minutes, we can calculate the area under the PDF from 89 to 120 minutes. \[ P(X \geq 89) = 1 - P(X < 89) = 1 - \int_{80}^{89} f(x) \, dx = 1 - \left(\frac{89-80}{40}\right) = 1 - \frac{9}{40} = \frac{31}{40} \approx 0.7750 \] (d) For the probability that the recharge time is between 85 and 95 minutes, we compute: \[ P(85 < X < 95) = \int_{85}^{95} f(x) \, dx = \int_{85}^{95} \frac{1}{40} \, dx = \frac{95-85}{40} = \frac{10}{40} = 0.25 \] Thus, the answers are: (b) 0.775 (c) 0.7750 (d) 0.25

preguntas relacionadas

Latest Probability Questions

¡Prueba Premium ahora!
¡Prueba Premium y hazle a Thoth AI preguntas de matemáticas ilimitadas ahora!
Quizas mas tarde Hazte Premium
Estudiar puede ser una verdadera lucha
¿Por qué no estudiarlo en UpStudy?
Seleccione su plan a continuación
Prima

Puedes disfrutar

Empieza ahora
  • Explicaciones paso a paso
  • Tutores expertos en vivo 24/7
  • Número ilimitado de preguntas
  • Sin interrupciones
  • Acceso completo a Respuesta y Solución
  • Acceso completo al chat de PDF, al chat de UpStudy y al chat de navegación
Básico

Totalmente gratis pero limitado

  • Solución limitada
Bienvenido a ¡Estudia ahora!
Inicie sesión para continuar con el recorrido de Thoth AI Chat
Continuar con correo electrónico
O continuar con
Al hacer clic en "Iniciar sesión", acepta nuestros términos y condiciones. Términos de Uso & Política de privacidad