Math Problem Statement
Solution
Let's solve the problem step by step!
The population of bears grows according to the logistic differential equation:
where is the number of bears at time in years.
Part (a):
Step 1: Find
The logistic equation has equilibrium points when . Solving for : This gives two equilibrium points:
The equilibrium points and represent the population levels where the growth stops. To determine stability, analyze the sign of near these points:
- If , then , so the population increases.
- If , then , so the population decreases.
Thus, is a stable equilibrium, and for any .
For , the solution curve will increase towards 2500.
Step 2: Sketch the graph
For , the population starts small and grows towards the carrying capacity of 2500. The graph is an increasing curve approaching asymptotically.
Part (b):
Step 1: Find
As established, for any .
For , the population is below the carrying capacity, so the solution curve will increase towards 2500.
Step 2: Sketch the graph
For , the population grows towards 2500, but at a slower rate compared to when because it starts closer to the carrying capacity. The graph is again an increasing curve approaching asymptotically.
Part (c):
Step 1: Find
For , the initial population is above the carrying capacity (). The population will decrease towards the equilibrium point at .
Step 2: Sketch the graph
For , the population decreases over time and approaches 2500 asymptotically. The graph is a decreasing curve approaching .
Part (d): Population at maximum growth rate
The logistic growth equation has the form: where (growth rate) and (carrying capacity). The population grows the fastest when .
Thus, the population of bears grows the fastest when:
Summary of Results
- (a) For , , and the solution curve is increasing.
- (b) For , , and the solution curve is increasing.
- (c) For , , and the solution curve is decreasing.
- (d) The population grows the fastest when .
Do you need further clarification or detailed steps for any part?
Here are some related questions you might consider:
- What is the general solution to the given logistic differential equation?
- How do equilibrium points affect population models in general?
- Can you explain the concept of carrying capacity in more detail?
- How does the initial population affect the time it takes to approach equilibrium?
- What happens if the growth rate or carrying capacity changes?
Tip: In logistic models, the population growth is fastest at half the carrying capacity because resources are optimally utilized!
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Math Problem Analysis
Mathematical Concepts
Differential Equations
Logistic Growth Model
Equilibrium Points
Carrying Capacity
Formulas
dP/dt = rP(1 - P/K)
Equilibrium: dP/dt = 0
Maximum growth: P = K/2
Theorems
Logistic growth equation
Stability of equilibrium points
Behavior of solutions near equilibrium
Suitable Grade Level
College or Advanced High School (AP Calculus or equivalent)
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