Math Problem Statement

explain the answers

explain the answers

Solution

The problem provides a differential equation model for the population P(t)P(t) of a suburb of a large city:

dPdt=P(101107P)\frac{dP}{dt} = P(10^{-1} - 10^{-7}P) with the initial condition P(0)=4000P(0) = 4000, where tt is measured in months.

Step-by-step explanation:

  1. Find the population P(t)P(t) at any time tt:

    The solution to the given initial-value problem is a separable differential equation. The general form of the solution given is:

    P(t)=4000.0004+0.0996e0.1tP(t) = \frac{400}{0.0004 + 0.0996e^{-0.1t}}

    This expression is the population as a function of time tt, which models how the population evolves over time based on the parameters in the equation.

  2. What is the limiting value of the population?

    The limiting value of the population refers to what happens as tt \to \infty, which is when the population stabilizes.

    As tt \to \infty, the exponential term e0.1te^{-0.1t} tends to 0. Therefore, the equation for P(t)P(t) becomes:

    P(t)4000.0004=1,000,000P(t) \to \frac{400}{0.0004} = 1,000,000

    So, the limiting population value is 1,000,0001,000,000.

  3. At what time will the population be equal to one-half of this limiting value?

    To find when the population reaches half of the limiting value (which is 500,000500,000), we set P(t)=500,000P(t) = 500,000 and solve for tt in the equation:

    500,000=4000.0004+0.0996e0.1t500,000 = \frac{400}{0.0004 + 0.0996e^{-0.1t}}

    Simplifying the equation step-by-step, solving for tt, leads to the answer:

    t55.2 monthst \approx 55.2 \text{ months}

Thus, the population will reach half of the limiting value in approximately 55.2 months.


Would you like more details on any of the steps? Here are some questions to deepen understanding:

  1. What is the process for solving separable differential equations?
  2. How does the exponential decay function e0.1te^{-0.1t} affect the population model?
  3. Why does the population stabilize at 1,000,0001,000,000 as tt \to \infty?
  4. Can the model be used to predict when the population will be close to the limiting value (e.g., 90%)?
  5. What would happen to the limiting population if the parameters in the equation changed?

Tip: When working with exponential models, remember that ekte^{-kt} quickly approaches zero as tt increases, making it useful for modeling growth and decay in populations.

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Math Problem Analysis

Mathematical Concepts

Differential Equations
Exponential Decay
Population Models
Limits

Formulas

Separable differential equation solution: P(t) = 400 / (0.0004 + 0.0996e^{-0.1t})
Limiting value as t -> ∞
Exponential decay formula: e^{-kt}

Theorems

Limit Theorem for Exponential Decay

Suitable Grade Level

Grades 11-12