/*! 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 1 Determine the intervals where th... [FREE SOLUTION] | 91Ó°ÊÓ

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Determine the intervals where the graph of the given function is concave up and concave down. $$f(x)=x^{3}-3 x^{2}+4 x-1$$

Short Answer

Expert verified
The function \(f(x) = x^{3} - 3x^{2} + 4x - 1\) is concave up for all \(x > 1\) and concave down for all \(x < 1\).

Step by step solution

01

Find the first derivative of the function

First, find the derivative of the function \(f(x) = x^{3} - 3x^{2} + 4x - 1\). The rules for derivative are such that if \(f(x) = ax^n\), then \(f'(x) = nax^{n-1}\). Therefore, \(f'(x) = 3x^{2} - 6x + 4\).
02

Find the second derivative of the function

Now find the second derivative - that is, the derivative of the derivative. Doing this, you get \(f''(x) = 6x - 6\).
03

Determine the intervals where \(f''(x) > 0\)

Now analyze the sign of the second derivative. Wherever the second derivative is positive, the original function is concave up. So we need to find the values of \(x\) for which \(f''(x) = 6x - 6 > 0\). Solving this inequality, we get \(x > 1\). Therefore, the function is concave up for all \(x > 1\).
04

Determine the intervals where \(f''(x) < 0\)

Conversely, the original function is concave down wherever the second derivative is negative. So we need to find the values of \(x\) for which \(f''(x) = 6x - 6 < 0\). Solving this inequality, we get \(x < 1\). Therefore, the function is concave down for all \(x < 1\).

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Key Concepts

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

Derivatives
In calculus, derivatives play a crucial role in understanding the behavior of functions. A derivative provides us with the rate of change or the slope of the function at any given point. For a function like \(f(x) = x^3 - 3x^2 + 4x - 1\), finding the first derivative, \(f'(x) = 3x^2 - 6x + 4\), helps us analyze the function's increase or decrease at different points. Derivatives are calculated using the power rule, where for any term \(ax^n\), the derivative is \(nax^{n-1}\). This transformation allows us to compute the instantaneous velocity of a function—essentially how fast or slow it changes around any specific \(x\). Understanding this concept is foundational for understanding more complex ideas like concavity.
Concave Up
When a function is described as concave up on an interval, it means the graph of the function is shaped like a cup, curving upwards. This suggests that as you move along the graph, the slope of the tangent line—or the first derivative—is increasing. Mathematically, a function is concave up wherever its second derivative is positive. In our exercise, we found that the second derivative \(f''(x) = 6x - 6\) is positive for \(x > 1\). This tells us that the function \(f(x) = x^3 - 3x^2 + 4x - 1\) curves upwards, or is concave up, when \(x > 1\). This property often suggests that there is a local minimum in the interval because the slope transitions from negative to positive.
Concave Down
The term concave down refers to parts of the function where the graph looks like an upside-down cup. This pattern means the slopes of the tangents, or the first derivative, are decreasing. For a function to be concave down, its second derivative must be negative on that interval. As we calculated, the second derivative \(f''(x) = 6x - 6\) is negative for \(x < 1\). Thus, the graph of \(f(x) = x^3 - 3x^2 + 4x - 1\) is concave down when \(x < 1\). Graphs that are concave down typically indicate a local maximum, where the function's growth slows and starts to descend.
Second Derivative Test
The second derivative test is a powerful tool in calculus used to determine not only concavity but also to analyze potential maximum or minimum points effectively. By examining the signs of the second derivative, \(f''(x)\), we can determine the concavity of the function and infer about local extrema. If \(f''(x) > 0\) in an interval around a point, the function is concave up there, often indicating a local minimum. Conversely, if \(f''(x) < 0\), the function is concave down, likely indicating a local maximum. In the exercise, applying the second derivative test allows us to clearly identify that the function is concave up where \(x > 1\) and concave down where \(x < 1\). This method provides a straightforward approach to investigate the function's behavior without needing to graph it, making it indispensable for calculus students.

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