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Determine where the graph of the function is concave upward and where it is concave downward. Also, find all inflection points of the function. $$ g(x)=x^{2} e^{-x} $$

Short Answer

Expert verified
The function \(g(x) = x^2 e^{-x}\) is concave upward when \(x < 2 - \sqrt2\) and \(x > 2 + \sqrt2\), and concave downward when \(2 - \sqrt2 < x < 2 + \sqrt2\). The inflection points are \((2-\sqrt2, (2-\sqrt2)^2 e^{-(2-\sqrt2)})\) and \((2+\sqrt2, (2+\sqrt2)^2 e^{-(2+\sqrt2)})\).

Step by step solution

01

Find the first derivative of g(x)

We will use the product rule to find the first derivative. The product rule states that if a function is the product of two functions (u(x) and v(x)), then its derivative is given by: \( \frac{d}{dx}(u(x)v(x)) = u'(x)v(x) + u(x)v'(x) \) Given function: \( g(x) = x^2 e^{-x} \) Let \(u(x) = x^2\) and \(v(x) = e^{-x}\) Now, finding the derivatives \(u'(x)\) and \(v'(x)\): \(u'(x) = \frac{d}{dx}(x^2) = 2x\) \(v'(x) = \frac{d}{dx}(e^{-x}) = -e^{-x}\) Now, applying the product rule: \(g'(x) = u'(x)v(x) + u(x)v'(x) = 2xe^{-x} + x^2 (-e^{-x}) = e^{-x}(2x-x^2)\)
02

Find the second derivative of g(x)

Now, we will find the second derivative, g''(x), by computing the derivative of g'(x). To do that, we will again use the product rule: Given \(g'(x) = e^{-x}(2x-x^2)\) Let \(u_1(x) = e^{-x}\) and \(v_1(x) = 2x-x^2\) Now, finding the derivatives \(u_1'(x)\) and \(v_1'(x)\): \(u_1'(x) = \frac{d}{dx}(e^{-x}) = -e^{-x}\) \(v_1'(x) = \frac{d}{dx}(2x-x^2) = 2-2x\) Now, applying the product rule: \(g''(x) = u_1'(x)v_1(x) + u_1(x)v_1'(x) = -e^{-x}(2x-x^2) + e^{-x}(2-2x) = e^{-x}(-x^2+4x-2)\)
03

Find the intervals for concave upward and concave downward

Now, we will find the intervals where the second derivative is positive (concave upward) or negative (concave downward). \(g''(x) = e^{-x}(-x^2+4x-2)\) Since \(e^{-x}\) is always positive for any value of x, the sign of g''(x) depends on the quadratic function, \(-x^2 + 4x - 2\). To find its sign, we need to find its roots: \(-x^2 + 4x - 2 = 0 \) We can use the quadratic formula to find the roots: \(x = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a}\) For this quadratic, a = -1, b = 4, and c = -2. By applying the quadratic formula: \(x = \frac{-4 \pm \sqrt{4^2 - 4(-1)(-2)}}{-2}\) \(x = \frac{-4 \pm \sqrt{16 - 8}}{-2}\) \(x = \frac{-4 \pm \sqrt{8}}{-2}\) \(x = 2 \pm \sqrt{2}\) So, the roots are \(x = 2 - \sqrt{2}\) and \(x = 2 + \sqrt{2}\). Now, we test the intervals between the roots: - For \(x < 2 - \sqrt2\): \(-x^2 + 4x - 2 > 0\), so g''(x) > 0, meaning the function is concave upward in this interval. - For \(2 - \sqrt2 < x < 2 + \sqrt2\): \(-x^2 + 4x - 2 < 0\), so g''(x) < 0, meaning the function is concave downward in this interval. - For \(x > 2 + \sqrt2\): \(-x^2 + 4x - 2 > 0\), so g''(x) > 0, meaning the function is concave upward in this interval.
04

Find the inflection points

An inflection point occurs when the concavity of the function changes. From our analysis in step 3, we can see that the concavity changes at \(x = 2 - \sqrt2\) and \(x = 2 + \sqrt2\). Thus, these are our inflection points. To find the corresponding y-values of the inflection points, plug the x-values back into the original function g(x): Inflection point 1: \(g(2-\sqrt2) = (2-\sqrt2)^2 e^{-(2-\sqrt2)}\) Inflection point 2: \(g(2+\sqrt2) = (2+\sqrt2)^2 e^{-(2+\sqrt2)}\) So, the inflection points are \((2-\sqrt2, (2-\sqrt2)^2 e^{-(2-\sqrt2)})\) and \((2+\sqrt2, (2+\sqrt2)^2 e^{-(2+\sqrt2)})\).

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Key Concepts

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

Inflection Points
In calculus, an inflection point is where a function changes its concavity from concave upward to concave downward, or vice versa. This means that the curve of the graph shifts direction, resembling a kind of bending or turning point. To identify an inflection point, we look at the second derivative of the function.
An inflection point exists where the second derivative equals zero or does not exist, assuming a change in sign around that point. In simpler terms, by solving the equation \( g''(x) = 0 \) and testing intervals around these solutions, you can establish where the function transitions its concavity; these transitions denote the presence of inflection points.
Understanding when and where these points occur is crucial for graphing functions and predicting their behavior.
Second Derivative Test
The second derivative test involves using the second derivative of a function to determine its concavity. This helps classify the nature of critical points. When you compute the second derivative \( g''(x) \):
  • If it is positive (\( g''(x) > 0 \)), the function is concave up, resembling a cup shape.
  • If it is negative (\( g''(x) < 0 \)), the function is concave down, similar to an upside-down cup.
By applying this to critical points found from the first derivative \( g'(x) \), you can determine local minima and maxima, contributing to understanding a function's behavior thoroughly. The change in concavity plays a key role in identifying inflection points, as explained earlier. With the second derivative test, transitions through these positive and negative phases illustrate clear inflection points.
Product Rule
The product rule is a vital technique in calculus for finding the derivative of a product of two functions. When you have a function like \( g(x) = u(x)v(x) \), the product rule is applied by deriving using: \[ \frac{d}{dx}(u(x)v(x)) = u'(x)v(x) + u(x)v'(x) \] This means, to get the derivative, we differentiate each function separately, and then sum the products.
In practice, if \( u(x) = x^2 \) and \( v(x) = e^{-x} \), then \( u'(x) = 2x \) and \( v'(x) = -e^{-x} \). Applying the product rule gives: \[ g'(x) = 2xe^{-x} + x^2(-e^{-x}) = e^{-x}(2x-x^2) \] The product rule is especially powerful when working with complex functions that can be expressed as the product of simpler terms, making it a cornerstone of differentiation techniques.
Quadratic Formula
The quadratic formula is a reliable tool used to find the roots of a quadratic equation \( ax^2 + bx + c = 0 \). The formula is: \[ x = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a} \] This formula computes the x-values where the quadratic function equates to zero.
In the context of the original problem, we used the quadratic formula to find values that determine intervals where the function \(-x^2 + 4x - 2 > 0\) or \(< 0\), guiding us on concavity.
  • Roots such as \(x = 2 - \sqrt{2}\) and \(x = 2 + \sqrt{2}\) demarcate significant changes in the concavity and help in identifying potential inflection points.
Thus, comprehending the quadratic formula helps solve real-world problems and function behavior through finding critical values essential for analysis.

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