Applications of Differentiation

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SUMMARY

The discussion centers on the application of differentiation to model the number of vehicles passing through a tunnel after a fee increase, represented by the function N(t) = 40 / (1 + be^(-rt)). Participants calculated the constants b and r based on vehicle counts of 16 thousand and 17.4 thousand at specific time intervals. The function N(t) was confirmed to be increasing, and the average number Na of vehicles before the fee increase was determined. The expert advised advertising when the rate of increase of vehicles is maximized, which occurs on the 20th day after the fee increase.

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  • Understanding of exponential functions and their properties
  • Knowledge of differentiation rules and techniques
  • Ability to solve equations involving constants
  • Familiarity with the concept of maxima and minima in calculus
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  • Study the application of exponential growth models in real-world scenarios
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chrisyuen
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Homework Statement



A vehicle tunnel company wants to raise the tunnel fees. An expert predicts that after the increase in the tunnel fees, the number of vehicles passing through the tunnel each day will drop drastically in the first week and on the t-th day after the first week, the number N(t) (in thousands) of vehicles passing through the tunnel can be modeled by N(t) = 40 / (1+be^(-rt)) (t>=0) where b and r are positive constants.

(a) Suppose that by the end of the first week after the increase in the tunnel fees, the number of vehicles passing through the tunnel each day drops to 16 thousand and by the end of the second week, the number increases to 17.4 thousand, find b and r correct to 2 decimal places.

(b) Show that N(t) is increasing.

(c) As time passes, N(t) will approach the average number Na of vehicles passing through the tunnel each day before the increase in the tunnel fees. Find Na.

(d) The expert suggests that the company should start to advertise on the day when the rate of increase of the number of cars passing through the tunnel per day is the greatest. Using the values of b and r obtained in (a),

(i) find N''(t), and
(ii) hence determine when the company should start to advertise.

((d)(ii) 20th day)

Homework Equations



Differentiation Rules


The Attempt at a Solution



I don't know how to solve the part (d)(ii) of the question.

I think I should set the N''(t) = 0 in order to get the t.

But can anyone tell me why should I set N''(t) = 0?

Thank you very much!
 
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chrisyuen said:

Homework Statement



A vehicle tunnel company wants to raise the tunnel fees. An expert predicts that after the increase in the tunnel fees, the number of vehicles passing through the tunnel each day will drop drastically in the first week and on the t-th day after the first week, the number N(t) (in thousands) of vehicles passing through the tunnel can be modeled by N(t) = 40 / (1+be^(-rt)) (t>=0) where b and r are positive constants.

(a) Suppose that by the end of the first week after the increase in the tunnel fees, the number of vehicles passing through the tunnel each day drops to 16 thousand and by the end of the second week, the number increases to 17.4 thousand, find b and r correct to 2 decimal places.

(b) Show that N(t) is increasing.

(c) As time passes, N(t) will approach the average number Na of vehicles passing through the tunnel each day before the increase in the tunnel fees. Find Na.

(d) The expert suggests that the company should start to advertise on the day when the rate of increase of the number of cars passing through the tunnel per day is the greatest. Using the values of b and r obtained in (a),

(i) find N''(t), and
(ii) hence determine when the company should start to advertise.

((d)(ii) 20th day)

Homework Equations



Differentiation Rules


The Attempt at a Solution



I don't know how to solve the part (d)(ii) of the question.

I think I should set the N''(t) = 0 in order to get the t.

But can anyone tell me why should I set N''(t) = 0?

Thank you very much!
" The expert suggests that the company should start to advertise on the day when the rate of increase of the number of cars passing through the tunnel per day is the greatest."
You find an extremum of a function by setting its derivative to 0. You are trying to find when "the rate of increase" is greatest- that is, you are trying to find when N'(t) is greatest and that happens when (N')'= N"= 0.
 
I got it!

Thank you very much!
 

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