Math Problem Statement
explain the answers
Solution
The problem provides a differential equation model for the population of a suburb of a large city:
with the initial condition , where is measured in months.
Step-by-step explanation:
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Find the population at any time :
The solution to the given initial-value problem is a separable differential equation. The general form of the solution given is:
This expression is the population as a function of time , which models how the population evolves over time based on the parameters in the equation.
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What is the limiting value of the population?
The limiting value of the population refers to what happens as , which is when the population stabilizes.
As , the exponential term tends to 0. Therefore, the equation for becomes:
So, the limiting population value is .
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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 ), we set and solve for in the equation:
Simplifying the equation step-by-step, solving for , leads to the answer:
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:
- What is the process for solving separable differential equations?
- How does the exponential decay function affect the population model?
- Why does the population stabilize at as ?
- Can the model be used to predict when the population will be close to the limiting value (e.g., 90%)?
- What would happen to the limiting population if the parameters in the equation changed?
Tip: When working with exponential models, remember that quickly approaches zero as 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
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