Modeling Population Growth?
The population of a certain region grows at a rate proportional to the product of the current population and the difference between the carrying capacity and the current population. Assuming the carrying capacity is 1000 and the initial population is 200, model this situation using a differential equation and solve it to find the population after 10 years.
1 Answer
📌 CONCEPT: The differential equation models population growth in a region, where the rate of growth is proportional to the product of the current population and the difference between the carrying capacity and the current population.
📐 RULE / FORMULA: The differential equation for this situation is given by dP/dt = kP(1000 - P), where P is the population at time t, and k is a constant of proportionality.
💡 WORKED EXAMPLE: To solve the differential equation, let's choose a value for k and assume it to be 0.0001. The initial condition is P(0) = 200. We can solve this differential equation using the separable variables method, which gives us P(t) = 1000 / (1 + 199e^(-0.0001t)). To find the population after 10 years, we substitute t = 10 into the solution and get P(10) ≈ 625.
⚠️ COMMON MISTAKE: Students often forget to substitute the initial condition into the solution, which can lead to incorrect population values.
19 Jun 26
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