Solve Soft Drink Equation Homework Statement

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SUMMARY

The discussion revolves around solving a differential equation related to predicting soft drink sales based on advertising expenditure. The dependent variable, B, represents bottles sold per day, while t denotes days since product introduction. The equation derived is B(t) = (Me^(-40t/M) - M)/-0.08, which models the sales based on a fixed advertising budget M. The conversation also addresses determining the price per bottle to achieve profitability within two days when the advertising budget is set at $100 per day.

PREREQUISITES
  • Understanding of differential equations, particularly separation of variables.
  • Familiarity with exponential growth models in sales forecasting.
  • Knowledge of basic calculus, including derivatives and integrals.
  • Experience with profit analysis in a business context.
NEXT STEPS
  • Study the method of separation of variables in differential equations.
  • Learn about exponential growth models and their applications in sales forecasting.
  • Explore profit margin calculations and break-even analysis in business scenarios.
  • Investigate the impact of advertising budgets on sales performance using mathematical modeling.
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Students in mathematics or business courses, sales analysts, and anyone involved in forecasting sales based on advertising strategies.

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Homework Statement



A soft-drink manufacturing company introduces a new product. The company's salespeople want to predict the number of bottles per day they will sell as a function of the number of days since the product was introduced. One of the parameters will be the amount per day spent on advertising. Here are some assumptions the salespeople make about the sales.


-The dependent variable is B bottles per day; the dependent variable is t days.
-They will spend a fixed amount, M dollars per day, on advertising.
-Part of M, an amount porportional to B, maintains present sales
-The rate of change of B, dB/dt, is directly proportional to the rest of M.
-Advertising costs need to be $80 per day to maintain sales of 1,000 bottles per day.
-Due to advance publicity, dB/dt will be 500 bottles per day when t=0, dependent of M.

Find an equation for B as a function of t. Then show the effect of spending various amounts, M, on advertising.



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Homework Equations



The unconstrained exponential growth equation is:

\frac{dB}{dt} = M*B (1 - \frac{B}{M})

where B is population (or in this case, I guess it's bottles per day?) and M is the maximum sustainable population (or bottles?).

The Attempt at a Solution



My attempt at the equation is something like this:

B = 500t - \frac{40*B*t}{M}

I came at this because:

t = 0, B = 0

\frac{dB}{dt} = 500 when t = 0

However, I am unsure if this is the correct equation based on the 6 parts given above. I'm supposed to express B in terms of M and t.
 
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DMOC said:
The unconstrained exponential growth equation is:

\frac{dB}{dt} = M*B (1 - \frac{B}{M})

where B is population (or in this case, I guess it's bottles per day?) and M is the maximum sustainable population (or bottles?).

The Attempt at a Solution



My attempt at the equation is something like this:

B = 500t - \frac{40*B*t}{M}

I don't have time right now to analyze whether your differential equation is correct in the first place or not, but one thing for sure is that your solution isn't. You have this unknown B(t) and you don't integrate it to get B(t)*t. Assuming your DE is correct, you would need to solve it for B(t), probably by separation of variables.
 
When you refer to DE, you're talking about the first equation I have, right? I copied that one straight off of my notes. :)

So for my solution, I have to take this D.E. I have and solve for B. Does that mean I have to do stuff like take the integrand of both sides? (so that dB/dt becomes B(t)? ).
 
I don't think your first equation is correct. You're probably meant to derive the equation from scratch. Focus on these two clues for now:

-Part of M, an amount porportional to B, maintains present sales
-The rate of change of B, dB/dt, is directly proportional to the rest of M

The first sentence means that dB/dt has to be 0 when M is equal to a certain value proportional to B. You should get an equation very similar to the one in your notes, but with an extra constant.
 
DMOC said:
When you refer to DE, you're talking about the first equation I have, right? I copied that one straight off of my notes. :)

So for my solution, I have to take this D.E. I have and solve for B. Does that mean I have to do stuff like take the integrand of both sides? (so that dB/dt becomes B(t)? ).

Does solving a DE by the method of "separation of variables" ring a bell?
 
The words "sep. of variables" doesn't ring a bell but the method does.

I was eventually able to solve the full problem, ending up with:

B(t) = \frac{Me^{\frac{-40t}{M}} - M}{-0.08}

Thanks everyone. :)
 
Okay guys apparently this problem has additional steps.

I know this equation is right, but now I'm asked "If the advertising budget only allows $100 per day, what price should I charge (per bottle) to start having a profit in two days?

So does this mean that I have to plug in 2 for t in the preceding equation, set it equal to zero, then find out what M is? That will give me the amount of mine that gives me a break even - no profit, no loss. Is this the right analysis?

EDIT: Okay it looks like I just have to know how much profit I get if I charge a bottle at a certain rate. I'm not sure how to do this. Derivative?
 
Last edited:

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