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Logistic Growth The logistic growth model

P(t)=0.81+1.67e-0.16t

represents the proportion of new cars with a global positioning system (GPS). Let t = 0 represent 2006, t = 1 represent 2007, and so on.

(a) What proportion of new cars in 2006 had a GPS?

(b) Determine the maximum proportion of new cars that have a GPS.

(c) Using a graphing utility, graph P=P(t).

(d) When will 75% of new cars have a GPS?

Short Answer

Expert verified

(a) The proportion of new cars that had GPS in 2006 is 0.3.

(b) The maximum proportion of new cars that have a GPS is 0.8.

(c) Graph of P=P(t)

(d) 2013 years after 2006: During 2026 75% of new cars will have a GPS.

Step by step solution

01

Part (a) Step 1. Solution

As the starting year is 2006, we have to calculate the proportion of new cars at the initial moment, i.e. for t=0

IfP(t)=0.81+1.67e-0.16tthenP(0)=0.81+1.67e-0.16·0P(0)=0.3=30%

In 2006, 30% of new cars had GPS. (Or we can say the proportion of new cars that had GPS in 2006 is 0.3)

02

Part (b) Step 1. Solution

The maximum proportion of new cars that have GPS is actually the carrying capacity in the formula

P(t)=0.81+1.67e-0.16t

The logistic model is given by function

P(t)=c1+ae-bt,

where the constant c represents carrying capacity.

Looking at our model we conclude that the carrying capacity is c=0.8

Conclusion:The maximum proportion of new cars that have a GPS is 0.8. (A maximum of 80% of new cars can have GPS in 2006)

03

Part (c) Step 1. Solution

How do we draw

P(t)=0.81+1.67e-0.16t

graphically using a calculator? (We will explain on the example of the calculator Ti-84 Plus C)

1.) Press Y =

2.) Write: Y1=0.81+1.67e-0.16x

3.) Press GRAPH

We adjust XminandXmax(press the WINDOW key )

(We can also adjust the values on the y-axis)

Xmin=-2Xmax=30Ymin=-2Ymax=1(duetocarryingcapacity,c=0.8)

Graph of P=P(t)is:

04

Part (d) Step 1. Solution

We know that the equation is given by:

P(t)=0.81+1.67e-0.16t

where trepresent time in years.

We need to find the time tin years for which will be P(t)=75%=0.75

If P(t)=0.75then we need to calculate t:

P(t)=0.81+1.67e-0.16t0.75=0.81+1.67e-0.16t1+1.67e-0.16t=0.80.751.67e-0.16t=0.80.75-11.67e-0.16t=0.050.751.67e-0.16t=115e-0.16t=20501IfM=NthenlogaM=logaNlne-0.16t=ln20501Weknowthatlogaar=r-0.16t=ln20501t=ln20501-0.16t=20.13years

20.13 years after 2006: During 2026 75% of new cars will have a GPS.

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