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Question:A scientist is studying a radioactive isotope. The mass of the isotope, \(\mathrm{M(t)}\) in grams, remaining after t hours can...

GMAT Advanced Math : (Adv_Math) Questions

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Advanced Math
Nonlinear functions
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Question:

A scientist is studying a radioactive isotope. The mass of the isotope, \(\mathrm{M(t)}\) in grams, remaining after \(\mathrm{t}\) hours can be modeled by an exponential function. At the beginning of the study (\(\mathrm{t=0}\)), the mass of the isotope was 64 grams. After 2 hours, the mass was 4 grams. Which equation models the mass of the isotope remaining?

A
\(\mathrm{M(t) = 64 - 30t}\)
B
\(\mathrm{M(t) = 64 \times (\frac{1}{16})^t}\)
C
\(\mathrm{M(t) = 64 \times (\frac{1}{4})^t}\)
D
\(\mathrm{M(t) = 64 \times (4)^t}\)
Solution

1. TRANSLATE the problem information

  • Given information:
    • At \(\mathrm{t = 0}\) hours: mass = 64 grams
    • At \(\mathrm{t = 2}\) hours: mass = 4 grams
    • Need exponential function model
  • What this tells us: We have two data points to determine our exponential function parameters

2. INFER the approach

  • Since this is exponential decay, we use the form: \(\mathrm{M(t) = M_0 \cdot r^t}\)
  • Strategy: Use the two given points to find \(\mathrm{M_0}\) (initial amount) and \(\mathrm{r}\) (decay rate)
  • Start with \(\mathrm{t = 0}\) since it directly gives us \(\mathrm{M_0}\)

3. TRANSLATE the initial condition

  • At \(\mathrm{t = 0}\): \(\mathrm{M(0) = 64}\)
  • Substituting: \(\mathrm{M(0) = M_0 \cdot r^0 = M_0 \cdot 1 = M_0}\)
  • Therefore: \(\mathrm{M_0 = 64}\)

4. TRANSLATE and SIMPLIFY using the second condition

  • At \(\mathrm{t = 2}\): \(\mathrm{M(2) = 4}\)
  • Substituting into \(\mathrm{M(t) = 64 \cdot r^t}\): \(\mathrm{64 \cdot r^2 = 4}\)
  • SIMPLIFY to find \(\mathrm{r}\):
    • Divide both sides by 64: \(\mathrm{r^2 = \frac{4}{64} = \frac{1}{16}}\)
    • Take square root: \(\mathrm{r = \sqrt{\frac{1}{16}} = \frac{1}{4}}\)

5. INFER the complete model

  • With \(\mathrm{M_0 = 64}\) and \(\mathrm{r = \frac{1}{4}}\), our function is: \(\mathrm{M(t) = 64 \cdot (\frac{1}{4})^t}\)
  • This matches choice C

Answer: C. \(\mathrm{M(t) = 64 \cdot (\frac{1}{4})^t}\)




Why Students Usually Falter on This Problem

Most Common Error Path:

Weak TRANSLATE skill: Students may not recognize this as an exponential model and instead assume linear decay.

Reasoning: "The mass decreased from 64 to 4 grams in 2 hours, so it loses 30 grams every hour." This leads to a linear function like \(\mathrm{M(t) = 64 - 30t}\).

This may lead them to select Choice A (\(\mathrm{M(t) = 64 - 30t}\))

Second Most Common Error:

Poor SIMPLIFY execution: Students correctly set up \(\mathrm{64 \cdot r^2 = 4}\) but make calculation errors when finding \(\mathrm{r}\).

They might incorrectly think \(\mathrm{r^2 = \frac{4}{64}}\) gives \(\mathrm{r = \frac{1}{16}}\) (forgetting to take the square root), or they might compute the fraction incorrectly.

This may lead them to select Choice B (\(\mathrm{M(t) = 64 \cdot (\frac{1}{16})^t}\))

The Bottom Line:

This problem requires recognizing exponential patterns in real-world contexts and carefully executing algebraic steps. The key insight is that exponential decay means the rate of decrease is proportional to the current amount, not constant over time.

Answer Choices Explained
A
\(\mathrm{M(t) = 64 - 30t}\)
B
\(\mathrm{M(t) = 64 \times (\frac{1}{16})^t}\)
C
\(\mathrm{M(t) = 64 \times (\frac{1}{4})^t}\)
D
\(\mathrm{M(t) = 64 \times (4)^t}\)
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