Chapter 4: Problem 74
Consider the cubic function $$f(x)=a x^{3}+b x^{2}+c x+d$$ a. Show that \(f\) can have \(0,1,\) or 2 critical points. Give examples and graphs to support your argument. b. How many local extreme values can \(f\) have?
Short Answer
Expert verified
A cubic function can have 0, 1, or 2 critical points, resulting in 0, 1, or 2 local extrema.
Step by step solution
01
Identifying critical points
To find the critical points of the function \(f(x) = ax^3 + bx^2 + cx + d\), we take its derivative: \(f'(x) = 3ax^2 + 2bx + c\). Critical points occur where the derivative is zero, so we need to solve the equation \(3ax^2 + 2bx + c = 0\). This is a quadratic equation.
02
Analyzing the quadratic solution
The number of critical points depends on the number of real solutions to the quadratic equation \(3ax^2 + 2bx + c = 0\). The discriminant of this quadratic is given by \(\Delta = (2b)^2 - 4(3a)(c) = 4b^2 - 12ac\).
03
Determining the number of real solutions
1. If \(\Delta > 0\), the quadratic has two distinct real solutions, leading to two critical points. 2. If \(\Delta = 0\), the quadratic has one real solution (a repeated root), leading to one critical point. 3. If \(\Delta < 0\), there are no real solutions, so no critical points exist.
04
Examples of cubic functions
For \(f(x) = x^3 - 3x + 2\), the discriminant of \(f'(x) = 3x^2 - 3\) is positive, giving two critical points. For \(f(x) = x^3\), the discriminant of \(f'(x) = 3x^2\) is zero, resulting in one critical point at \(x = 0\). For \(f(x) = x^3 + x\), \(f'(x) = 3x^2 + 1\) has no real roots, showing no critical points.
05
Local extreme values analysis
A cubic function can have a maximum of one local maximum and one local minimum, which correspond to the two distinct critical points when \(\Delta > 0\). If there is only one critical point, it might be a point of inflection, meaning no local extrema occur. Thus, \(f(x)\) can have 0, 1, or 2 local extrema based on its critical points.
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Critical Points in Cubic Functions
A critical point of a function is a point on the graph where the derivative is zero or undefined, and it's crucial for determining the function's behavior. For our cubic function, given by \( f(x) = ax^3 + bx^2 + cx + d \), the critical points are found by taking the derivative: \( f'(x) = 3ax^2 + 2bx + c \). A critical point exists where this derivative equals zero, meaning it depends on the number of solutions to the equation \( 3ax^2 + 2bx + c = 0 \). Some key points to remember about critical points in cubic functions:
- The function can have up to two critical points due to its quadratic nature. This is because a quadratic equation can have zero, one, or two real solutions.
- The discriminant \( \Delta = 4b^2 - 12ac \) determines the number of these solutions:
- If \( \Delta > 0 \), there are two distinct solutions, resulting in two critical points.
- If \( \Delta = 0 \), there is one repeated solution, indicating one critical point.
- If \( \Delta < 0 \), there are no real solutions, meaning there are no critical points.
Local Extrema
Local extrema are the points where a function achieves local maximum or minimum values. In other words, these are the peaks or valleys of the graph. For cubic functions like \( f(x) = ax^3 + bx^2 + cx + d \), local extrema occur at critical points where the derivative changes sign. Here's what to remember about local extrema of cubic functions:
- A cubic function can have up to two local extrema, depending on the number of critical points.
- When there are two critical points (\( \Delta > 0 \)), these can be a local maximum and a local minimum.
- If there is only one critical point (\( \Delta = 0 \)), it might be a point of inflection—a single point where the curve changes concavity.
- If there are no critical points (\( \Delta < 0 \)), the cubic function does not have any local extrema.
Understanding the Quadratic Equation
A quadratic equation is a polynomial equation of the form \( ax^2 + bx + c = 0 \). In the context of cubic functions, such as \( f(x) = ax^3 + bx^2 + cx + d \), we deal with quadratic equations when finding critical points. The derivative \( f'(x) = 3ax^2 + 2bx + c \) is quadratic, and solutions to \( 3ax^2 + 2bx + c = 0 \) reveal the critical points of the cubic function. Key characteristics of the quadratic equation include:
- Roots: These are the solutions to the equation. The number and type of roots depend on the discriminant \( \Delta = b^2 - 4ac \).
- Discriminant Analysis:
- If \( \Delta > 0 \), the equation has two distinct real roots.
- If \( \Delta = 0 \), there is one real root (a repeated root).
- If \( \Delta < 0 \), there are no real roots—but two complex roots instead.
- Critical Points: The roots of the quadratic equation, when real, are the critical points of the cubic function.