Math Problem Statement
Solution
Let's analyze and solve the given problem step-by-step:
The logistic discrete-time dynamical system is defined as:
Part (a): Statements
-
The per capita production of this system is a linear function:
- The per capita production refers to the growth rate per individual, which is proportional to . This term is linear in , so this statement is true.
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The derivative of the updating function is a decreasing function:
- The updating function is . Its derivative is:
- is a linear function of , not necessarily a decreasing function for all . Therefore, this statement is false.
- The updating function is . Its derivative is:
Answer: 1, 2
Part (b): Non-zero equilibrium
To find the equilibrium, solve: Simplify: Either or:
Non-zero equilibrium: .
Part (c): Stability
To assess stability, calculate at the equilibria: At : is unstable.
At : lies outside the range , so is also unstable.
Let me know if you would like further clarification or steps! Here are some related questions to expand your understanding:
- How does the updating function change if the coefficient is modified?
- What happens to stability when the derivative is adjusted to fall within the interval ?
- How is the equilibrium interpreted biologically in logistic growth models?
- Can there be a scenario where both equilibria are stable in logistic systems?
- What are the implications of stability analysis in predicting long-term population behavior?
Tip: To verify stability, always check the magnitude of the derivative of the updating function at equilibrium points. Stability occurs when .
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Math Problem Analysis
Mathematical Concepts
Discrete-Time Dynamical Systems
Logistic Growth
Stability Analysis
Formulas
x_(t+1) = r * x_t * (1 - x_t)
f'(x_t) = r * (1 - 2x_t)
Theorems
Equilibrium Analysis
Stability Condition: |f'(x)| < 1
Suitable Grade Level
Undergraduate (Calculus/Dynamical Systems Course)
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