Math Problem Statement

Consider the following logistic discrete-time dynamical system: x_{t+1} = (39/10) x_t (1 - x_t). (a) Consider the following statements: (i) The per capita production of this system is a linear function. (ii) The derivative of the updating function is a decreasing function.

Solution

To address Problem #9, we analyze the given logistic discrete-time dynamical system:

xt+1=3910xt(1xt)x_{t+1} = \frac{39}{10} x_t (1 - x_t)

(a) Analysis of the statements:

(i) "The per capita production of this system is a linear function."

The per capita production can be represented as:

Per capita production=xt+1xt=3910(1xt)\text{Per capita production} = \frac{x_{t+1}}{x_t} = \frac{39}{10}(1 - x_t)

This expression is linear in xtx_t because 1xt1 - x_t is a linear function of xtx_t. Hence, the statement is true.


(ii) "The derivative of the updating function is a decreasing function."

The updating function is given by:

f(x)=3910x(1x)f(x) = \frac{39}{10}x(1 - x)

To determine if the derivative is a decreasing function, we first compute the derivative:

f(x)=3910(12x)f'(x) = \frac{39}{10}(1 - 2x)

This derivative is a linear function of xx with a negative slope (7810-\frac{78}{10}). Since f(x)f'(x) decreases as xx increases, the statement is true.

Would you like a more detailed explanation or further clarifications?


Questions to expand on:

  1. What are the equilibrium points of this logistic map, and are they stable?
  2. How does the behavior of the system change for different initial values of xtx_t?
  3. Can we explore the bifurcation behavior of the given logistic map?
  4. How does the coefficient 3910\frac{39}{10} influence the dynamics of the system?
  5. What would the updating function and its behavior look like graphically?

Tip: When working with logistic maps, analyzing equilibrium points and stability provides deep insight into the system's behavior.

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Math Problem Analysis

Mathematical Concepts

Logistic Map
Discrete Dynamical Systems
Derivatives
Linear Functions

Formulas

Updating function: f(x) = (39/10) x (1 - x)
Per capita production: f(x)/x = (39/10)(1 - x)
Derivative: f'(x) = (39/10)(1 - 2x)

Theorems

Behavior of Linear and Quadratic Functions
Decreasing Function Definition

Suitable Grade Level

College Level (Undergraduate)