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Biology Webb and colleagues \(^{24}\) created a mathematical model that showed that the population \(y\) of gypsy moths was approximated by \(y=f(x)=10^{3.8811-0.1798 \sqrt{x}},\) where \(x\) was the dose in grams per hectare of the insecticide racemic disparlure. Find \(f^{\prime}(x),\) and determine whether this function is decreasing. Sketch a graph. What happens if the dose \(x\) becomes very large?

Short Answer

Expert verified
The function is decreasing; as dose \( x \) increases, population \( y \) decreases toward zero.

Step by step solution

01

Understand the function

The given function is \( f(x) = 10^{3.8811 - 0.1798 \sqrt{x}} \), which represents the population of gypsy moths based on the dose \( x \). Our task is to find the derivative \( f'(x) \) and analyze the behavior of the function as \( x \) changes.
02

Use the chain rule to find the derivative

To find \( f'(x) \), we first rewrite the function as \( f(x) = 10^u \) where \( u = 3.8811 - 0.1798 \sqrt{x} \). The derivative of \( 10^u \) with respect to \( u \) is \( 10^u \ln(10) \). Now, find \( u'(x) = \frac{d}{dx}(3.8811 - 0.1798 \sqrt{x}) = -0.0899 x^{-0.5} \). Using the chain rule \( f'(x) = 10^u \ln(10) \times u'(x) \).
03

Substitute back to find f'(x)

Substitute \( u = 3.8811 - 0.1798 \sqrt{x} \) and \( u'(x) = -0.0899 x^{-0.5} \) into the derivative formula \( f'(x) = 10^u \ln(10) \times u'(x) \). This gives us:\[ f'(x) = 10^{3.8811 - 0.1798 \sqrt{x}} \cdot \ln(10) \cdot (-0.0899 x^{-0.5}) \].
04

Determine if the function is decreasing

To determine if \( f(x) \) is decreasing, check the sign of \( f'(x) \). Since \( 10^{3.8811 - 0.1798 \sqrt{x}} \) and \( \ln(10) \) are positive, the derivative is negative due to the \( -0.0899 x^{-0.5} \) term. Therefore, \( f(x) \) is decreasing for all \( x > 0 \).
05

Analyze the behavior as x becomes very large

As \( x \) becomes very large, \( \sqrt{x} \) increases, making \( 0.1798 \sqrt{x} \) large and \( 3.8811 - 0.1798 \sqrt{x} \) becomes very negative. Hence, \( 10^{3.8811 - 0.1798 \sqrt{x}} \) approaches zero, indicating the population \( y \) of gypsy moths approaches zero.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Chain Rule
The chain rule is an essential concept in calculus that allows you to differentiate composite functions. It's like peeling an onion layer by layer, finding the derivative of each layer before combining them. In this exercise, the gypsy moth population model involves a function inside another function. We have the outer function as the exponential base 10 function, and the inner one is the expression containing the square root of \(x\).

When using the chain rule, you first find the derivative of the outer function with respect to the inner function. Here, the outer function is \(10^u\), where \(u = 3.8811 - 0.1798 \sqrt{x}\). The derivative of \(10^u\) concerning \(u\) is \(10^u \ln(10)\). Then, you differentiate the inner function \(u\) concerning \(x\), which gives \(u' = -0.0899x^{-0.5}\).

Finally, combine these derivatives by multiplying them together. The result is the full derivative of the composite function:
  • Outer derivative: \(10^u \ln(10)\)
  • Inner derivative: \(-0.0899x^{-0.5}\)
Putting it together, you get \(f'(x) = 10^{3.8811 - 0.1798 \sqrt{x}} \ln(10) (-0.0899x^{-0.5})\). This application of the chain rule reveals the population changes concerning the dose \(x\).
Gypsy Moth Population Model
The gypsy moth population model aims to understand how the population of these moths changes with varying doses of insecticide. The function \(f(x) = 10^{3.8811 - 0.1798 \sqrt{x}}\) is pivotal in this understanding. Here, \(x\) represents the dosage of insecticide, and \(y = f(x)\) depicts the resulting population.

This type of model is a practical application of exponential functions in biology. Such models help predict and control populations in real-world scenarios, aiding pest management strategies. As \(x\) increases, indicating higher doses of insecticide, the power \(3.8811 - 0.1798 \sqrt{x}\) becomes more negative, hence reducing the population to prevent over-infestation.

Understanding this model is crucial for predicting effectively how different interventions impact the ecosystem. For students, appreciating the model involves grasping the connection between the mathematical structure and its biological implications. It fosters a deeper awareness of how mathematical models are employed to simulate and solve biological challenges.
Decreasing Function Behavior
A function is said to be decreasing if its derivatives are consistently negative over an interval. In our problem, after finding \(f'(x)\), we noticed that it is negative for all \(x > 0\).

Let's examine why this derivative signals a decreasing function behavior:
  • The term \(10^{3.8811 - 0.1798 \sqrt{x}}\) is positive because any positive number raised to a power remains positive.
  • Similarly, \(\ln(10)\), a constant, is also positive.
  • The negative component \(-0.0899 x^{-0.5}\) gives the overall derivative \(f'(x)\) a negative value since it multiplies positively with the other terms.
As \(x\) becomes very large, the population model suggests \(f(x)\) declines toward zero. This trend supports the function's decreasing nature as it asymptotically approaches zero. By understanding these elements, one can see that increased dosage leads to a decaying population, reinforcing the interpretation of the model's behavior.

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