Question

Difficulty: Very hardExponential Functions and Equations
The population of a certain species of plankton in a lake is modeled by the function
P(t)=P0(1.69)tdP(t) = P_0 \cdot (1.69)^{\frac{t}{d}}
where P0P_0 is the initial population, tt is the time, in days, since the population was first measured, and dd is a positive constant. The population of the plankton increases by 30%30\% every hh hours, where hh is a positive constant. If the model is accurate, what is the value of the ratio hd\frac{h}{d}?
  1. A
    0.5
  2. B
    2
  3. 12Answer
  4. D
    48

Answer

The correct value of the ratio is 12.
The correct answer shows the value of 12. Since tt is measured in days, the time interval of hh hours must be converted to h24\frac{h}{24} days. A 30%30\% increase corresponds to a multiplier of 1.31.3. Substituting t=h24t = \frac{h}{24} into the function gives (1.69)h24d=1.3(1.69)^{\frac{h}{24d}} = 1.3. Rewriting 1.691.69 as 1.321.3^2 yields (1.32)h24d=1.3\left(1.3^2\right)^{\frac{h}{24d}} = 1.3, which simplifies to 1.3h12d=1.311.3^{\frac{h}{12d}} = 1.3^1. Equating the exponents gives h12d=1\frac{h}{12d} = 1, which solves to hd=12\frac{h}{d} = 12.

Step-by-Step Solution

1
Express the growth interval in days to match the unit of tt in the model.
Since there are 24 hours in a day, an interval of hh hours is equivalent to h24\frac{h}{24} days.
The variable tt in the model P(t)=P0(1.69)tdP(t) = P_0 \cdot (1.69)^{\frac{t}{d}} represents time in days, so all time variables must be in days.
2
Relate the percentage increase to the population multiplier.
An increase of 30%30\% corresponds to a multiplier of 1+0.30=1.31 + 0.30 = 1.3.
A 30%30\% increase means the new population is 130%130\% of the previous population.
3
Set up the equation using the given model at t=h24t = \frac{h}{24}.
P0(1.69)h24d=1.3P0P_0 \cdot (1.69)^{\frac{h}{24d}} = 1.3 \cdot P_0, which simplifies to (1.69)h24d=1.3(1.69)^{\frac{h}{24d}} = 1.3.
At t=h24t = \frac{h}{24} days, the population must be 1.31.3 times the initial population P0P_0.
4
Rewrite the base of the exponential term and solve for the ratio.
Since 1.69=1.321.69 = 1.3^2, the equation becomes (1.32)h24d=1.31\left(1.3^2\right)^{\frac{h}{24d}} = 1.3^1, which simplifies to 1.32h24d=1.311.3^{\frac{2h}{24d}} = 1.3^1, leading to h12d=1\frac{h}{12d} = 1.
Expressing both sides with the same base allows for equating their exponents to solve for the target ratio.
5
Solve for the final ratio hd\frac{h}{d}.
hd=12\frac{h}{d} = 12.
Multiplying both sides of the equation h12d=1\frac{h}{12d} = 1 by 12 isolates the ratio hd\frac{h}{d}.

Key Concept

Exponential Equations with Base Manipulation and Unit Conversion

Alternative Method

Instead of substituting a specific value for tt, we can equate the daily growth factors. The model's daily growth factor is (1.69)1/d(1.69)^{1/d}. A 30%30\% increase every hh hours corresponds to a factor of 1.31.3 every hh hours. Since there are 2424 hours in a day, there are 24h\frac{24}{h} such intervals in a day, yielding a daily growth factor of (1.3)24/h(1.3)^{24/h}. Setting the factors equal: (1.69)1/d=(1.3)24/h    (1.32)1/d=(1.3)24/h    2d=24h    hd=12(1.69)^{1/d} = (1.3)^{24/h} \implies (1.3^2)^{1/d} = (1.3)^{24/h} \implies \frac{2}{d} = \frac{24}{h} \implies \frac{h}{d} = 12.
Estimated Time:3m 0s
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