Question 141·Hard·Nonlinear Functions
A colony of bacteria in a laboratory petri dish is modeled by the logistic function
where is the number of bacteria and is the time in hours since the start of the experiment. According to the model, approximately how many hours will it take for the colony to reach bacteria?
For logistic and other exponential models, first plug the given value into the function and set it equal to the expression, then solve algebraically: clear any fractions, isolate the exponential term, and use natural logarithms to solve for the variable. On calculator-allowed SAT questions, do the algebraic steps cleanly to get a simple expression (like ), then use your calculator for the final evaluation and pick the closest answer choice.
Hints
Substitute the given population into the model
Replace in the formula with and write an equation in terms of only.
Clear the denominator and simplify
After you set equal to the fraction, multiply both sides by the denominator , then simplify the numbers and .
Isolate the exponential expression
Get the term with alone on one side by moving constants to the other side, then divide to get an equation of the form .
Use logarithms to solve for t
Once you have a constant, take the natural log (ln) of both sides, use , and then solve the resulting linear equation for ; finally, approximate with your calculator and compare to the choices.
Desmos Guide
Enter the logistic model
In Desmos, type B(t) = 3*10^6/(1+29*e^(-0.3*t)). Desmos will graph this as a function of (you can use x instead of t if you prefer: y = 3*10^6/(1+29*e^(-0.3*x))).
Graph the target population level
Add a new line and enter y = 1.5*10^6 to create a horizontal line representing bacteria.
Find the intersection
Zoom out or adjust the window so you can see where the logistic curve and the horizontal line intersect. Tap or click on the intersection point; Desmos will display its coordinates. The - (or -) coordinate of this intersection is the time in hours when the population reaches .
Step-by-step Explanation
Set up the equation with the given population
We are told that the population reaches bacteria at some time , and the model is
So set equal to and write:
Clear the fraction and isolate the exponential term
Multiply both sides by the denominator to get rid of the fraction:
Now divide both sides by :
Then subtract 1 from both sides:
Finally, divide both sides by 29:
Use natural logarithms to solve for t
To undo an exponential with base , take the natural logarithm (ln) of both sides:
Using the property , the left side simplifies to :
Also, , so
Divide both sides by to isolate :
Approximate the value of t and choose the closest answer
Use a calculator (as allowed on this part of the SAT) to evaluate , then divide by .
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\frac{3.37}{0.3} \approx 11.2.