Math Problem Statement
Suppose that the population P(t) of a country satisfies the differential equation StartFraction dP Over dt EndFraction equals kP left parenthesis 400 minus Upper P right parenthesis dP dt=kP(400−P) with k constant. Its population in 1960 was 200 million and was then growing at the rate of 11 million per year. Predict this country's population for the year 2010.
Solution
The given differential equation for population growth is:
Where:
- is the population at time ,
- is a constant,
- represents a carrying capacity (in millions).
Step 1: Setup the initial conditions
- At (which represents the year 1960), million.
- The rate of population growth in 1960 was million per year.
Using these initial conditions, we can determine the value of .
Step 2: Find
From the differential equation, when , :
Step 3: Solve the differential equation
The equation is separable. We rearrange it to separate the variables and :
To solve this, we use partial fraction decomposition on the left-hand side:
Solving this decomposition, we get:
Thus, the equation becomes:
Integrating both sides:
Simplifying:
Where is a constant of integration. Exponentiating both sides:
[ \frac{P}{400 - P}
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Math Problem Analysis
Mathematical Concepts
Differential Equations
Population Growth Model
Separation of Variables
Partial Fraction Decomposition
Exponential Growth
Formulas
dP/dt = kP(400 - P)
k = 11/40000
∫(1/P(400 - P)) dP = ∫k dt
ln(P / (400 - P)) = 400kt + C
Theorems
Logarithmic Integration
Exponential Growth Model
Partial Fraction Decomposition Theorem
Suitable Grade Level
Undergraduate Mathematics or Advanced High School Calculus