Understanding Awareness Growth in Advertising Campaigns

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In summary: It is a "logistic growth" problem, but the equation itself is a first order differential equation.In summary, the conversation discusses an advertising campaign designed to introduce a new product to a metropolitan area with a population of 4 million people. The number of people who become aware of the product at a given time is represented by P(t), which increases at a rate proportional to the number of people who are still unaware of the product. The company determines that initially no one was aware of the product, and after 30 days of advertising, 10% of the population became aware of it. The problem then asks for the number of people who become aware of the product at a specific time, t. The equation for this problem is a
  • #1
brad sue
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Hi please can I have some help with this problem:

An advertising company designs a campaign to introduce a new product to a metropolitan area of population 4 Million people. Let P(t) denote the number of people (in millions) who become aware of the product by time t. Suppose that P increases at a rate proportional to the number of people still unaware of the product. The company determines that no one was aware of the product at the beginning of the campaign, and that 10% of the people were aware of the product after 30 days of advertising. What is the number of people who become aware of the product at time t .

I can not set the equation...

Thank you

B
 
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  • #2
There are a few key phrases here.

"Suppose that P increases at a rate proportional to the number of people still unaware of the product."

This gives you a relationship between P(t) and its time derivative.

"The company determines that no one was aware of the product at the beginning of the campaign, and that 10% of the people were aware of the product after 30 days of advertising."

This gives you your boundary conditions.

Give it a try and post back here if you're still having troubles.
 
  • #3
This is a logistic growth problem, similar to exponential growth problems only with the further knowledge of finite resources, e.g. 4 million people.
 
  • #4
If P(t) is the number of people who are aware of the product and there are a total of 4000000 people, how many are not aware of the product? "Proportional to" means, of course, a constant times that.


This not, precisely, a "logistic" equation.
 

FAQ: Understanding Awareness Growth in Advertising Campaigns

What is an ODE?

An ODE, or Ordinary Differential Equation, is a mathematical equation that represents the relationship between a function and its derivatives. It is commonly used to model natural phenomena such as motion, growth, and decay.

What are some common problems with ODEs?

Some common problems with ODEs include numerical instability, stiffness, and singularity. These issues can arise when the ODE is difficult to solve numerically, or when the solution behaves erratically.

How do you solve a problem with an ODE?

The method for solving a problem with an ODE depends on the type of problem and the specific equations involved. Some common techniques include analytical solutions, numerical methods, and approximations using computer software.

What are boundary value problems in ODEs?

Boundary value problems in ODEs involve finding a solution to the equation that satisfies certain conditions at the boundaries of the domain. This is in contrast to initial value problems, which involve finding a solution at a single point and then using that to determine the solution at other points.

What are some real-world applications of ODEs?

ODEs have a wide range of applications in physics, engineering, biology, economics, and other fields. They can be used to model population growth, heat transfer, chemical reactions, electrical circuits, and more. They are also commonly used in predictive modeling and optimization problems.

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