/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Problem 40 The approximate value of subprim... [FREE SOLUTION] | 91Ó°ÊÓ

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The approximate value of subprime (normally classified as risky) mortgage debt outstanding in the United States can be approximated by $$A(t)=\frac{1,350}{1+4.2(1.7)^{-t}} \text { billion dollars } \quad(0 \leq t \leq 8)$$ \(t\) years after the start of \(2000^{53}\) Graph the derivative \(A^{\prime}(t)\) of \(A(t)\) using an extended domain of \(0 \leq t \leq 15 .\) Determine the approximate coordinates of the maximum and determine the behavior of \(A^{\prime}(t)\) at infinity. What do the answers tell you?

Short Answer

Expert verified
The graph of \(A'(t)\) indicates that the maximum growth rate of subprime mortgage debt occurs around the obtained t-coordinate (approximate the value from the graph). As t approaches infinity, the growth rate of subprime mortgage debt slows down, approaching 0. This suggests that the market might start to stabilize, as the growth rate decreases over time.

Step by step solution

01

Calculate the derivative of A(t)

We need to differentiate the function \(A(t)\) with respect to \(t\). A(t) is a rational function, and we will apply the chain rule and the power rule to differentiate it. \(\frac{d}{dt} (u^{-1}) = -u^{-2}\frac{du}{dt}\) Let \(u = 1 + 4.2(1.7)^{-t}\). \(\frac{du}{dt} = -4.2(1.7)^{-t} \frac{d}{dt}(1.7^{-t})\) Let \(v = 1.7^{-t}\) \(\frac{dv}{dt} = -t(1.7)^{-t-1}\frac{d}{dt} t\) Now we can differentiate \(A(t)\): \(\frac{d}{dt} A(t) =\frac{d}{dt}( \frac{1350}{u}) = 1350 \frac{-1}{u^2} \frac{du}{dt} =1512 \frac{(1.7)^{-t}}{u^2} \frac{d}{dt} t\) Following the provided function definition, we get the derivative of the function \(A(t)\): $$A'(t) = \frac{1512 \cdot (1.7)^{-t}}{(1+4.2(1.7)^{-t})^2}\ln1.7$$
02

Graph the derivative function with an extended domain

Now, we need to plot the derivative function, \(A'(t)\) with the domain \(0 \leq t \leq 15\). You can use graphing software like Desmos, GeoGebra, or Wolfram|Alpha to do this. Remember to include the domain constraints in the software.
03

Approximate the coordinates of the maximum

By looking at the graph, we can find the maximum point of the function - the point just before the graph starts to decline. The coordinates of the maximum point should be close to \((t, A'(t))\).
04

Determine the behavior of A'(t) at infinity

To determine the behavior of \(A'(t)\) at infinity, we need to find the limit of the function as it approaches infinity: $$\lim_{t\to\infty} A'(t)$$ By observing the function, we can determine that as t approaches infinity, the term \((1.7)^{-t}\) approaches 0, which makes the whole expression approach 0: $$\lim_{t\to\infty} \frac{1512 \cdot (1.7)^{-t}}{(1+4.2(1.7)^{-t})^2}\ln1.7 = 0$$
05

Interpret the results

From the graph of the derivative function and the values we have calculated, we can conclude the following: 1. The function A(t) has a point of maximum growth, which happens around the obtained t-coordinate (approximate the value from the graph). 2. The derivative function approaches 0 as t approaches infinity, meaning that the growth of subprime mortgage debt will slow down in the long run. This could indicate that the market might start to stabilize as the growth rate decreases over time.

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Key Concepts

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

Derivative
In calculus, a derivative represents how a function changes as its input changes. It quantifies the rate of change or slope of the function's graph at any point.
When working with the function \(A(t) = \frac{1,350}{1+4.2(1.7)^{-t}}\) that describes subprime mortgage debt, you can find its derivative \(A'(t)\) to analyze the rate of growth or decline. Calculating the derivative involves applying rules like the chain rule and power rule, often because your function may be complex, as it is here.
The derivative \(A'(t)\) is derived by recognizing that \(A(t)\) is a rational function (a ratio of polynomials), followed by substitution and differentiation using calculated derivatives, which gives us insights into how quickly or slowly debt changes over time.
Graphing Functions
Graphing a function or its derivative provides a visual representation of how the function behaves across an interval. It's crucial for understanding complex functions like \(A(t)\) and their derivatives because it allows us to spot features such as maximums, minimums, and points of inflection.
To effectively graph the derivative \(A'(t)\), use tools like graphing calculators, software like Desmos, or Wolfram|Alpha. When graphing, make sure the domain is set properly—in this example, an extended range of \(0 \leq t \leq 15\).
  • Look at the shape of the graph to determine behaviors like peak points.
  • Note where the function increases or decreases the fastest.
  • Identify intervals where the derivative itself approaches zero, indicating changes in the rate of growth of debt.
Limit at Infinity
Calculating limits as a function approaches infinity helps you understand long-term behavior. For the derivative \(A'(t)\), we find that as \(t\) approaches infinity, the function's components can significantly simplify the analysis.
Here, the key insight is recognizing that \((1.7)^{-t}\) tends towards zero as \(t\) grows larger. This implies that the impact of exponential decay dominates, causing the derivative function to approach zero.
  • This reveals that changes over time gradually diminish, meaning that the growth of mortgage debt is slowing.
  • Understanding this helps with predicting future behaviors or stability in economic terms regarding debt.

Thus, the limit at infinity is a powerful concept that lets you infer that the rapid growth phase of the subprime mortgages will eventually stabilize as \(t\) becomes very large.
Rational Functions
Rational functions are expressions formed by dividing two polynomials. In the original function \(A(t) = \frac{1,350}{1+4.2(1.7)^{-t}}\), we see that it is clearly a combination of such polynomials.
These functions are vital in modeling scenarios where certain variables impact outputs in a non-linear manner, which is common in economic contexts. They are particularly helpful in describing situations where there are thresholds or saturations, as seen with subprime mortgage debts.
  • The numerator and denominator can affect the function's behavior, like giving asymptotic behavior or determining roots and intercepts.
  • In the derivative, understanding both the structure of \(A(t)\) and how to differentiate its form is essential for recognizing how these aspects impact the output.

This insight into rational functions aids in tackling real-world problems where resource limitations or growth thresholds naturally occur.

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Most popular questions from this chapter

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