/*! 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 69 For what values of \(x\) is the ... [FREE SOLUTION] | 91Ó°ÊÓ

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For what values of \(x\) is the graph of \(y=e^{-x^{2}}\) concave down?

Short Answer

Expert verified
The graph is concave down on \( \left( -\frac{1}{\sqrt{2}}, \frac{1}{\sqrt{2}} \right) \).

Step by step solution

01

Find the First Derivative

To determine where the function is concave down, we first need to find the first derivative \( y'=\frac{d}{dx}(e^{-x^2}) \). By applying the chain rule, we have \( y' = e^{-x^2} \cdot \frac{d}{dx}(-x^2) = e^{-x^2} \cdot (-2x) = -2xe^{-x^2} \).
02

Find the Second Derivative

Next, we need to find the second derivative to test for concavity. Differentiate \( y' = -2xe^{-x^2} \) using the product rule and chain rule. Let \( u = -2x \) and \( v = e^{-x^2} \), then \( u' = -2 \) and \( v' = -2xe^{-x^2} \). The second derivative \( y'' = u'v + uv' \) becomes:\( y'' = (-2)e^{-x^2} + (-2x)(-2xe^{-x^2}) = -2e^{-x^2} + 4x^2e^{-x^2} \).After simplification, \( y'' = (4x^2 - 2)e^{-x^2} \).
03

Determine Concavity by Analyzing the Second Derivative

The graph is concave down where \( y'' < 0 \). Therefore, set \( (4x^2 - 2)e^{-x^2} < 0 \). Since \( e^{-x^2} > 0 \) for all real \( x \), we solve:\( 4x^2 - 2 < 0 \)Divide by 4:\( x^2 < \frac{1}{2} \).
04

Solve for \( x \) and Verify the Interval

Solving \( x^2 < \frac{1}{2} \) gives us:\( -\sqrt{\frac{1}{2}} < x < \sqrt{\frac{1}{2}} \).The graph of \( y = e^{-x^2} \) is concave down within the interval \( \left( -\frac{1}{\sqrt{2}}, \frac{1}{\sqrt{2}} \right) \).

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Key Concepts

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

First Derivative
The first derivative helps us understand the rate at which a function is changing. It reveals critical information about the slope of the tangent line at any point on a curve.
This is particularly important if we want to analyze how steep or flat a curve is at a specific location. For the function \(y = e^{-x^2}\), taking the derivative requires the chain rule. It allows us to deal with functions inside other functions easily.
  • To find \(y'\), first identify the outer function \(e^u\) and the inner function \(-x^2\).
  • Differentiate the outer function: \(e^u\) remains \(e^u\) after differentiation.
  • Then find the derivative of the inner function \(-x^2\): it becomes \(-2x\).
Combine these results with the chain rule: \(y' = e^{-x^2} \cdot (-2x) = -2xe^{-x^2}\). This product illustrates how both parts of the function interact in the process.
Second Derivative
The second derivative provides insights into the concavity of a function's graph. Concavity describes whether a graph curves upwards or downwards, and affects the shape of the curve.
For instance, a positive second derivative suggests the graph is curving upwards, exhibiting concave up behavior. Conversely, a negative second derivative indicates concave down behavior.Applying the second derivative to \(y' = -2xe^{-x^2}\) involves using both the product and chain rules:
  • Recognize \(u = -2x\) and \(v = e^{-x^2}\), with their derivatives \(u' = -2\) and \(v' = -2xe^{-x^2}\).
  • Use the product rule: \(y'' = u'v + uv'\).
Thus, the second derivative becomes:\[y'' = (-2)e^{-x^2} + (-2x)(-2xe^{-x^2}) = -2e^{-x^2} + 4x^2e^{-x^2}.\]This simplifies to \(y'' = (4x^2 - 2)e^{-x^2}\). This function helps determine where the graph is concave down based on the inequality \(y'' < 0\).
Chain Rule
The chain rule is a fundamental tool in calculus for differentiating composite functions. When a function is built up by combining two functions, the chain rule is employed to find the derivative.
It's crucial when differentiating expressions such as \(e^{-x^2}\), where one function is inside another.To apply the chain rule, follow these steps:
  • Identify the inner and outer functions. For \(e^{-x^2}\), the outer function is \(e^u\) and the inner function is \(-x^2\).
  • Differentiate the outer function while treating the inner function as a constant. This gives us \(e^u\) as \(e^u\), unchanged.
  • Next, differentiate the inner function \(-x^2\) to get \(-2x\).
  • Combine these using the chain rule: Multiply the derivative of the outer function by the derivative of the inner function.
This leads to the derivative \(-2xe^{-x^2}\), showing how the chain rule intricately connects each part of the function.
Product Rule
The product rule is essential when dealing with the derivatives of products of two functions. For a function expressed as the product of two simpler functions, it tells us how to differentiate it.
For example, differentiating a function like \(-2xe^{-x^2}\) requires the product rule.Here's how the product rule works:
  • Identify the two functions involved, say \(u\) and \(v\), in this case, \(u = -2x\) and \(v = e^{-x^2}\).
  • Determine their derivatives: \(u' = -2\) and previously derived \(v' = -2xe^{-x^2}\).
  • Apply the product rule: \(u'v + uv'\).
Thus, for the second derivative of our function:\[y'' = (-2)e^{-x^2} + (-2x)(-2xe^{-x^2})\]Which simplifies to \(y'' = -2e^{-x^2} + 4x^2e^{-x^2}\). This expression captures how the individual behaviors of \(u\) and \(v\) contribute to the entire product's derivative.

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