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The annual profit of the Digitronics company \(x\) years from now is predicted to be \(P(x)=5.27 x^{\text {í3 }}-0.463 x^{152}\) million dollars (for \(0 \leq x \leq 8\) ). Evaluate the profit function and its first and second derivatives at \(x=3\) and interpret your answers. [Hint: Enter the given function in \(1 / 1\), define \(y_{2}\) to be the derivative of \(y_{1}\) (using NDERIV), and define \(y_{3}\) to be the derivative of \(y_{2}\). Then evaluate each at the stated \(x\) -value.]

Short Answer

Expert verified
At \( x = 3 \), the profit \( P(x) \) is large negative, indicating significant loss; both derivatives are also large negative, showing a steep decline.

Step by step solution

01

Define the Profit Function

The given profit function for the Digitronics company is \( P(x) = 5.27x^3 - 0.463x^{152} \). The goal is to evaluate this function and its derivatives at \( x = 3 \).
02

Calculate the Profit at x=3

Substitute \( x = 3 \) into the profit function: \[ P(3) = 5.27(3)^3 - 0.463(3)^{152} \]. Calculate each term: 1. \( 3^3 = 27 \)2. \( 5.27 \times 27 = 142.29 \)3. \( 3^{152} \) is an extremely large number, which when multiplied by \(-0.463\) becomes an even larger negative number, dominating the expression and approximating \( P(3) \) to a large negative value.
03

Compute the First Derivative

To find the first derivative \( P'(x) \), differentiate \( P(x) = 5.27x^3 - 0.463x^{152} \):\[ P'(x) = 3 \times 5.27x^2 - 152 \times 0.463x^{151} \]\[ P'(x) = 15.81x^2 - 70.276x^{151} \] Evaluate at \( x = 3 \):\[ P'(3) = 15.81 \times 9 - 70.276 \times 3^{151} \]This results in a very large negative value due to \( 3^{151} \) having a substantial impact.
04

Find the Second Derivative

To find the second derivative \( P''(x) \), differentiate the first derivative:\[ P'(x) = 15.81x^2 - 70.276x^{151} \]\[ P''(x) = 2 \times 15.81x - 151 \times 70.276x^{150} \]\[ P''(x) = 31.62x - 10619.636x^{150} \]Evaluate at \( x = 3 \):\[ P''(3) = 31.62 \times 3 - 10619.636 \times 3^{150} \]This also results in a very large negative number due to \( 3^{150} \).
05

Interpret the Results

At \( x = 3 \), the profit function \( P(x) \) and its derivatives result in negative values. This suggests that the predicted profit decreases significantly and the rate of decrease gets steeper, indicating an overall decline in profit as \( x \) increases beyond this point.

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Key Concepts

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

Profit Function
The concept of a profit function is central in economics and business mathematics. The profit function, denoted as \( P(x) \), encapsulates the predicted profit of a company like Digitronics years into the future. For this specific exercise, the function is given by:
  • \( P(x) = 5.27x^3 - 0.463x^{152} \)
This equation represents the profit as a function of time \( x \), where \( x \) is the number of years from now. The curious complexity of this function lies in the unusually high power of \( x \) in the second term, which dramatically influences the behavior of the function at different points, especially as \( x \) increases.
To understand the instant profits or losses at a specific point, such as \( x = 3 \), we substitute it into the function to calculate:
  • First term: \( 5.27(3)^3 = 142.29 \)
  • Second term: \(-0.463(3)^{152} \), which is a significantly large negative value.
Due to the massive impact of the \( 3^{152} \) term, the overall result at \( x = 3 \) indicates a sizeable negative profit.
First Derivative
The first derivative of the profit function, \( P'(x) \), provides insights into the rate at which profit changes with time. Differentiating our original profit function gives us:
  • \( P'(x) = 15.81x^2 - 70.276x^{151} \)
The first derivative helps us understand how fast the profit is increasing or decreasing at any point \( x \). When evaluated at \( x = 3 \), the first derivative represents the slope or steepness of the profit function:
  • \( P'(3) = 15.81 imes 9 - 70.276 imes 3^{151} \)
The calculation produces a large negative number primarily due to the \( 3^{151} \) term, indicating a fast decline in profit. This change rate is crucial for understanding short-term projections and immediate strategic adjustments.
Second Derivative
When analyzing profit functions, the second derivative \( P''(x) \) reveals the acceleration or deceleration of the profit rate. In mathematical terms, it's the derivative of the first derivative and signifies how the rate of profit change is itself changing over time:
  • \( P''(x) = 31.62x - 10619.636x^{150} \)
This expression tells us if the trend observed through the first derivative is likely to continue, worsen, or improve. Evaluating at \( x = 3 \):
  • \( P''(3) = 31.62 imes 3 - 10619.636 imes 3^{150} \)
The outcome is again a very negative number, emphasizing not just a decline but the acceleration of this decline. Understanding second derivatives helps companies predict and plan for future profit trends more accurately.
Derivative Evaluation
Evaluating derivatives at specific points, like \( x = 3 \), allows businesses to grasp present conditions and anticipated changes. The process involves substituting \( x = 3 \) into the derivatives derived:
  • The profit \( P(3) \) is significantly negative.
  • The first derivative \( P'(3) \) is highly negative, showing a declining rate of profit.
  • The second derivative \( P''(3) \) exacerbates this by indicating the decline is increasing with time.
These evaluations are essential in economic modeling to understand current profit status and future trajectories. Such assessments guide companies in crafting immediate strategies and planning long-term decisions based on critical instant evaluations, emphasizing the importance of calculus in business foresight.

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