Solving Probability Density: Get Free Burger in 10 Mins

Click For Summary
SUMMARY

The discussion focuses on determining the appropriate time limit for a fast food restaurant's advertisement, ensuring that no more than 2% of customers receive a free hamburger. The average wait time is established at 2.5 minutes, and the correct calculation involves integrating the probability density function. The integral must be set up with proper limits to accurately reflect the desired probability, leading to the conclusion that the advertisement should state a time limit of ten minutes.

PREREQUISITES
  • Understanding of probability density functions
  • Knowledge of integration techniques in calculus
  • Familiarity with exponential functions and their properties
  • Ability to interpret and manipulate mathematical expressions
NEXT STEPS
  • Study the properties of exponential decay functions
  • Learn about setting up and solving integrals with limits
  • Explore applications of probability density functions in real-world scenarios
  • Investigate statistical methods for determining service level agreements in businesses
USEFUL FOR

Mathematicians, statisticians, business managers, and anyone involved in operations research or service optimization in the fast food industry.

johnhuntsman
Messages
76
Reaction score
0
The manager of a fast food restaurant determines that the average time that her customers wait for their food is 2.5 minutes. The manager wants to advertise that anybody who isn't served within a certain number of minutes gets a free hamburger. She doesn't want to give away free hamburgers to more than 2% of her customers. What should the advertisement say?

I'm solving for t:

\int_ 0.4e^{-t/2.5}~dt=0.02

-e^{-t/2.5}=0.02

0=0.02+e^{-t/2.5}

Take the natural logs and add -t/2.5 to get it back on the other side.

t/2.5=-3.91

t=-1.56

The answer is ten minutes. What did I do wrong?
 
Last edited:
Physics news on Phys.org
johnhuntsman said:
The manager of a fast food restaurant determines that the average time that her customers wait for their food is 2.5 minutes. The manager wants to advertise that anybody who isn't served within a certain number of minutes gets a free hamburger. She doesn't want to give away free hamburgers to more than 2% of her customers. What should the advertisement say?

I'm solving for t:

\int_ 0.4e^{-t/2.5}~dt=0.02

-e^{-t/2.5}=0.02

0=0.02+e^{-t/2.5}

Take the natural logs and add -t/2.5 to get it back on the other side.

t/2.5=-3.91

t=-1.56

The answer is ten minutes. What did I do wrong?

You cannot have exp(-t/2.5) = -0.02, since the exponential function is always > 0. You did the integration incorrectly.

RGV
 
johnhuntsman said:
The manager of a fast food restaurant determines that the average time that her customers wait for their food is 2.5 minutes. The manager wants to advertise that anybody who isn't served within a certain number of minutes gets a free hamburger. She doesn't want to give away free hamburgers to more than 2% of her customers. What should the advertisement say?

I'm solving for t:

\int_ 0.4e^{-t/2.5}~dt=0.02

-e^{-t/2.5}=0.02

You need to show the limits of the integral and calculate with them. The probability that somebody is not served for x minutes is

\int _x^\infty{0.4 e^{-0.4 t}dt}=0.02

ehild
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 67 ·
3
Replies
67
Views
16K
  • · Replies 18 ·
Replies
18
Views
7K
  • · Replies 12 ·
Replies
12
Views
7K
  • · Replies 2 ·
Replies
2
Views
4K
  • · Replies 2 ·
Replies
2
Views
3K