Math Problem Statement
Consider the dynamical system Qt+1 = 9Qt + 8 with Q0 = 5.
(a) What is Q(3)? (b) Find the backwards discrete-time dynamical system, Qt = f (Qt+1). (c) Determine the equilibrium solution Q*. (d) Find the two-step dynamical system, Qt+2 = f (Qt) (i.e., the composition of the updating function with itself).
Solution
Let’s address each part of the problem systematically:
(a) What is ?
The given dynamical system is: with the initial condition .
We compute , , and step by step:
- Step 1: .
- Step 2: .
- Step 3: .
Thus, .
(b) Backwards Discrete-Time Dynamical System,
From the forward equation: we solve for in terms of :
This is the backward discrete-time dynamical system:
(c) Equilibrium Solution
At equilibrium, the value of remains constant, meaning . Substitute into the equation: Rearrange:
Thus, the equilibrium solution is:
(d) Two-Step Dynamical System,
Start from the forward equation: Substitute into another instance of the same equation: Simplify:
Thus, the two-step dynamical system is:
Summary of Results
- .
- Backward system: .
- Equilibrium solution: .
- Two-step system: .
Do you have any questions or want further details? Here are 5 follow-up questions:
- How does the equilibrium solution relate to the stability of the system?
- Can we derive a general formula for in terms of ?
- What happens if the initial condition changes?
- Is the system stable, and how can we analyze its long-term behavior?
- How does the two-step system's growth rate compare to the one-step system?
Tip: For dynamical systems, always verify stability by checking how solutions behave as .
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Math Problem Analysis
Mathematical Concepts
Discrete Dynamical Systems
Recursion
Equilibrium Analysis
Two-Step Composition
Formulas
Q(t+1) = 9Q(t) + 8
Q(t) = (Q(t+1) - 8) / 9
Equilibrium: Q* = 9Q* + 8
Q(t+2) = 81Q(t) + 80
Theorems
Equilibrium solution in dynamical systems
Recursive system evolution
Suitable Grade Level
Undergraduate Mathematics or Advanced High School
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