ACT (Enhanced)MathematicsHard

A biologist is tracking the population of a certain species of fish in a lake. The population (P) after t years can be modeled by the logistic growth function P(t) = 1200 / (1 + 3e^(-0.5t)). What is the carrying capacity of the lake for this fish species?

  1. A2400 fish
  2. B1600 fish
  3. C3 fish
  4. D1200 fish
Show answer & explanation

Correct answer: D. 1200 fish

In a logistic growth model of the form P(t) = K / (1 + Ce^(-rt)), K represents the carrying capacity. By comparing the given function P(t) = 1200 / (1 + 3e^(-0.5t)) to the general form, we can see that K = 1200. The carrying capacity is the maximum population the environment can sustain, which is the limit of P(t) as t approaches infinity.

Why the other options are wrong

  • A. This is a plausible distractor, perhaps from multiplying K by C or similar error.
  • B. This is a plausible distractor, perhaps from misinterpreting parts of the formula.
  • C. This is the constant 'C' in the denominator, not the carrying capacity.

Logistic Growth Carrying Capacity

In a logistic growth model P(t) = K / (1 + Ce^(-rt)), the carrying capacity (K) is the maximum population size that the environment can sustain indefinitely, representing the upper limit of growth.

  • K is the numerator of the logistic function.
  • Population approaches K as time (t) approaches infinity.
  • Growth rate slows as population approaches K.

Memory trick: K is for 'K-apacity', the top limit.

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