Math Problem Statement

Analyze the discrete-time dynamical system represented by the updating function m_{n+1} = f(m_n) with the provided graph and evaluate the given statements.

Solution

From the image provided, the task involves analyzing a discrete-time dynamical system represented by the graph of the updating function mn+1=f(mn)m_{n+1} = f(m_n). The graph intersects with the line mn+1=mnm_{n+1} = m_n at equilibrium points. Let us address the given statements by interpreting the graph:

  1. (i) The solution starting at m0=0.5m_0 = 0.5 is increasing.

    • At mn=0.5m_n = 0.5, f(mn)>mnf(m_n) > m_n (the blue curve is above the red line mn+1=mnm_{n+1} = m_n).
    • Hence, the next iteration mn+1>mnm_{n+1} > m_n, implying the solution is increasing.
    • This statement is true.
  2. (ii) The solution starting at m0=1.25m_0 = 1.25 is increasing.

    • At mn=1.25m_n = 1.25, f(mn)>mnf(m_n) > m_n (the blue curve is above the red line mn+1=mnm_{n+1} = m_n).
    • Thus, mn+1>mnm_{n+1} > m_n, and the solution is increasing.
    • This statement is true.
  3. (iii) m=0m^* = 0 is a stable equilibrium.

    • An equilibrium mm^* is stable if, for points near mm^*, iterations of f(mn)f(m_n) tend to mm^*.
    • At m=0m^* = 0, the slope of f(mn)f(m_n) appears to satisfy f(m)<1|f'(m^*)| < 1, indicating stability.
    • This statement is true.
  4. (iv) The non-zero equilibrium is unstable.

    • There is another equilibrium point (near m2.5m^* \approx 2.5) where f(mn)=mnf(m_n) = m_n.
    • Observing the slope of f(mn)f(m_n) at this point, it appears that f(m)>1|f'(m^*)| > 1, suggesting instability.
    • This statement is true.

Final Assessment:

All four statements (i), (ii), (iii), and (iv) are true.

Would you like a detailed explanation of how stability and dynamics are analyzed graphically or mathematically? Here are some related questions you may find useful:

  1. How can the slope of the updating function at equilibrium points determine stability?
  2. What are the mathematical conditions for equilibrium in a discrete dynamical system?
  3. How can a cobweb diagram help visualize stability and convergence?
  4. What happens if f(m)=1f'(m^*) = 1 or f(m)=1f'(m^*) = -1 at equilibrium?
  5. Can we classify equilibrium points into types other than stable and unstable?

Tip: To analyze stability, always consider the magnitude of the derivative f(m)|f'(m^*)| at equilibrium points. If f(m)<1|f'(m^*)| < 1, the equilibrium is stable; if f(m)>1|f'(m^*)| > 1, it is unstable.

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Math Problem Analysis

Mathematical Concepts

Discrete-time dynamical systems
Equilibrium points
Stability analysis
Graphical interpretation of functions

Formulas

m_{n+1} = f(m_n)

Theorems

Equilibrium stability theorem
Derivative-based stability condition (|f'(m^*)| < 1 implies stability, |f'(m^*)| > 1 implies instability)

Suitable Grade Level

Undergraduate Level