Math Problem Statement

The formula for the growth rate of a population in the presence of a quantity x of food is given as the function below. f(x) = Kx / (A + x) a. Find the rate of change of the growth rate with respect to the amount of food. b. The quantity A in the formula for f(x) represents the quantity of food for which the growth rate is half of its maximum. Using your answer from part a, find the rate of change of the growth rate when x = A.

Solution

Step-by-Step Solution for Part (a):

We are given the function: f(x)=KxA+xf(x) = \frac{Kx}{A + x} We need to find the rate of change of f(x)f(x) with respect to xx, i.e., dfdx\frac{df}{dx}.

Using the quotient rule for derivatives: ddx(uv)=uvuvv2\frac{d}{dx}\left(\frac{u}{v}\right) = \frac{u'v - uv'}{v^2} where u=Kxu = Kx and v=A+xv = A + x.

Step 1: Compute uu' and vv'

  • u=Kxu = Kx, so u=Ku' = K.
  • v=A+xv = A + x, so v=1v' = 1.

Step 2: Apply the quotient rule

dfdx=(K)(A+x)(Kx)(1)(A+x)2\frac{df}{dx} = \frac{(K)(A + x) - (Kx)(1)}{(A + x)^2}

Simplify the numerator: dfdx=KA+KxKx(A+x)2\frac{df}{dx} = \frac{KA + Kx - Kx}{(A + x)^2} dfdx=KA(A+x)2\frac{df}{dx} = \frac{KA}{(A + x)^2}

So, the rate of change of the growth rate with respect to xx is: KA(A+x)2\boxed{\frac{KA}{(A + x)^2}}


Step-by-Step Solution for Part (b):

We are tasked to find the rate of change of the growth rate when x=Ax = A.

Substitute x=Ax = A into dfdx\frac{df}{dx}:

dfdx=KA(A+x)2\frac{df}{dx} = \frac{KA}{(A + x)^2} When x=Ax = A: dfdx=KA(A+A)2\frac{df}{dx} = \frac{KA}{(A + A)^2} dfdx=KA(2A)2\frac{df}{dx} = \frac{KA}{(2A)^2} dfdx=KA4A2\frac{df}{dx} = \frac{KA}{4A^2} dfdx=K4A\frac{df}{dx} = \frac{K}{4A}

So, the rate of change of the growth rate when x=Ax = A is: K4A\boxed{\frac{K}{4A}}


Questions and Tip:

  1. What is the interpretation of f(x)f(x) in the context of population growth?
  2. How does AA affect the maximum growth rate of the population?
  3. What happens to dfdx\frac{df}{dx} as x0x \to 0 or xx \to \infty?
  4. Can you explain why the rate of change decreases for large values of xx?
  5. How would you compute the second derivative of f(x)f(x) for more detailed growth dynamics?

Tip: Always double-check calculations involving derivatives by simplifying each step systematically.

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Math Problem Analysis

Mathematical Concepts

Calculus
Derivatives
Quotient Rule

Formulas

f(x) = Kx / (A + x)
Quotient rule: (d/dx)(u/v) = (u'v - uv') / v^2

Theorems

Quotient Rule

Suitable Grade Level

College