Math Problem Statement
Solution
From the image provided, the task involves analyzing a discrete-time dynamical system represented by the graph of the updating function . The graph intersects with the line at equilibrium points. Let us address the given statements by interpreting the graph:
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(i) The solution starting at is increasing.
- At , (the blue curve is above the red line ).
- Hence, the next iteration , implying the solution is increasing.
- This statement is true.
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(ii) The solution starting at is increasing.
- At , (the blue curve is above the red line ).
- Thus, , and the solution is increasing.
- This statement is true.
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(iii) is a stable equilibrium.
- An equilibrium is stable if, for points near , iterations of tend to .
- At , the slope of appears to satisfy , indicating stability.
- This statement is true.
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(iv) The non-zero equilibrium is unstable.
- There is another equilibrium point (near ) where .
- Observing the slope of at this point, it appears that , 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:
- How can the slope of the updating function at equilibrium points determine stability?
- What are the mathematical conditions for equilibrium in a discrete dynamical system?
- How can a cobweb diagram help visualize stability and convergence?
- What happens if or at equilibrium?
- Can we classify equilibrium points into types other than stable and unstable?
Tip: To analyze stability, always consider the magnitude of the derivative at equilibrium points. If , the equilibrium is stable; if , 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
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