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In each part, sketch the graph of a function \(f\) with the stated properties, and discuss the signs of \(f^{\prime}\) and \(f^{\prime \prime}\) (a) The function \(f\) is concave up and increasing on the interval \((-\infty,+\infty)\) (b) The function \(f\) is concave down and increasing on the interval \((-\infty,+\infty)\) (c) The function \(f\) is concave up and decreasing on the interval \((-\infty,+\infty)\) (d) The function \(f\) is concave down and decreasing on the interval \((-\infty,+\infty)\)

Short Answer

Expert verified
(a) \(f'(x) > 0, f''(x) > 0\); (b) \(f'(x) > 0, f''(x) < 0\); (c) \(f'(x) < 0, f''(x) > 0\); (d) \(f'(x) < 0, f''(x) < 0\).

Step by step solution

01

Understanding Concavity and Increasing/Decreasing Functions

The concavity of a function is determined by the second derivative, \(f''(x)\). If \(f''(x) > 0\), the function is concave up. If \(f''(x) < 0\), it is concave down. The first derivative, \(f'(x)\), indicates whether the function is increasing or decreasing; \(f'(x) > 0\) means increasing, and \(f'(x) < 0\) means decreasing.
02

Part (a): Concave Up and Increasing Function

For a function that is concave up and increasing everywhere on \((-\infty, +\infty)\), both derivatives need to be positive: \(f'(x) > 0\) and \(f''(x) > 0\). A function that satisfies this condition is \(f(x) = e^x\) or any exponential function that increases.
03

Part (b): Concave Down and Increasing Function

For a function that is concave down and increasing on \((-\infty, +\infty)\), \(f'(x) > 0\) and \(f''(x) < 0\). A function like \(f(x) = \ln(x)\) defined on \(x > 0\) fits this description, but to keep it defined over all real numbers, consider \(f(x) = -e^{-x} + k\), which is increasing and concave down.
04

Part (c): Concave Up and Decreasing Function

For a function that is concave up and decreasing on \((-\infty, +\infty)\), \(f'(x) < 0\) and \(f''(x) > 0\). A function like \(f(x) = -e^{-x}\) can serve this purpose as it decreases while being concave up everywhere.
05

Part (d): Concave Down and Decreasing Function

For a function that is concave down and decreasing on \((-\infty, +\infty)\), both \(f'(x) < 0\) and \(f''(x) < 0\) need to hold. An example of such a function could be \(f(x) = -e^x\), which is decreasing and concave down everywhere.

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Key Concepts

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

Concavity
Concavity is an important concept in calculus that describes the way a curve bends. It involves the second derivative of a function, which gives us insight into the shape of its graph. When a function's second derivative, denoted as \( f''(x) \), is greater than zero, the function is said to be **concave up**. This creates a U-shape, resembling a smile, where the curve is bending upwards. Conversely, if \( f''(x) < 0 \), the function is **concave down**, and the graph forms an arch, like a frown, curving downwards.

Understanding concavity helps in determining the inflection points, which are the points where the graph changes from concave up to concave down or vice versa. These changes in the direction of curvature are crucial for sketching the graph of a function and revealing its overall behavior.
Derivative
The derivative of a function, typically represented as \( f'(x) \), is a fundamental concept in calculus reflecting the rate of change of a function. It provides precise information about the slope of the tangent line to the curve at any given point. A positive first derivative \( f'(x) > 0 \) signals that the function is **increasing** at that interval, meaning the graph is moving upwards as it progresses. On the other hand, if \( f'(x) < 0 \), the function is **decreasing**, indicating the curve falls as it moves.

Studying the derivative helps to find critical points, where \( f'(x) = 0 \), which can be potential local maxima or minima. By analyzing these critical points and assessing the first and second derivatives, we can determine how the function behaves over its domain, revealing peaks, troughs, and intervals of rising or falling trends.
Function Behavior
The behavior of functions is significantly influenced by both first and second derivatives. By combining insights from each, we can gain a comprehensive understanding of how a function behaves across an interval.

  • **Increasing or Decreasing:** This is primarily determined by the first derivative, \( f'(x) \). If \( f'(x) > 0 \), the function is increasing; if \( f'(x) < 0 \), it is decreasing.
  • **Concave Up or Down:** The second derivative, \( f''(x) \), tells us about the concavity. Positive \( f''(x) \) means concave up, while negative \( f''(x) \) indicates concave down.

By analyzing these derivatives together, we can classify functions into unique behaviors. For example, a function that is concave up and increasing will have both derivatives positive, resulting in a smooth, upward-bending curve like \( f(x) = e^x \). Conversely, a function that is concave down and decreasing (e.g., \( f(x) = -e^x \)) showcases both negative derivatives, leading to a downward-opening curve that also descends. Through understanding these combined effects of derivatives, we can predict and illustrate the detailed structure of a function's graph.

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Most popular questions from this chapter

Use a graphing utility to make a conjecture about the relative extrema of \(f,\) and then check your conjecture using either the first or second derivative test. $$f(x)=\frac{2}{e^{x}+e^{-x}}$$

(a) Prove that a general cubic polynomial $$ f(x)=a x^{3}+b x^{2}+c x+d \quad(a \neq 0) $$ has exactly one inflection point. (b) Prove that if a cubic polynomial has three \(x\) -intercepts, then the inflection point occurs at the average value of the intercepts. (c) Use the result in part (b) to find the inflection point of the cubic polynomial \(f(x)=x^{3}-3 x^{2}+2 x,\) and check your result by using \(f^{\prime \prime}\) to determine where \(f\) is concave up dow

Using L'Hópital's rule one can verify that $$\lim _{x \rightarrow+\infty} \frac{e^{x}}{x}=+\infty, \quad \lim _{x \rightarrow+\infty} \frac{x}{e^{x}}=0, \quad \lim _{x \rightarrow-\infty} x e^{x}=0$$. In these exercises: (a) Use these results, as necessary, to find the limits of \(f(x)\) as \(x \rightarrow+\infty\) and as \(x \rightarrow-\infty .\) (b) Sketch a graph of \(f(x)\) and identify all relative extrema, inflection points, and asymptotes (as appropriate). Check your work with a graphing utility. $$f(x)=e^{-1 / x^{2}}$$

Functions similar to $$f(x)=\frac{1}{\sqrt{2 \pi}} e^{-x^{2} / 2}$$ arise in a wide variety of statistical problems. (a) Use the first derivative test to show that \(f\) has a relative maximum at \(x=0,\) and confirm this by using a graphing utility to graph \(f\) (b) Sketch the graph of $$f(x)=\frac{1}{\sqrt{2 \pi}} e^{-(x-\mu)^{2} / 2}$$ where \(\mu\) is a constant, and label the coordinates of the relative extrema.

Suppose that the equations of motion of a paper airplane during the first 12 seconds of flight are $$x=t-2 \sin t, \quad y=2-2 \cos t \quad(0 \leq t \leq 12)$$ What are the highest and lowest points in the trajectory, and when is the airplane at those points?

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