Problem 42
Question
Each function \(f(x)\) changes value when \(x\) changes from \(x_{0}\) to \(x_{0}+d x .\) Find a. the change \(\Delta f=f\left(x_{0}+d x\right)-f\left(x_{0}\right)\) b. the value of the estimate \(d f=f^{\prime}\left(x_{0}\right) d x ;\) and c. the approximation error \(|\Delta f-d f|\) (GRAPH CANNOT COPY) $$f(x)=x^{4}, \quad x_{0}=1, \quad d x=0.1$$
Step-by-Step Solution
Verified Answer
a. \( \Delta f = 0.4641 \); b. \( df = 0.4 \); c. Error = \( 0.0641 \).
1Step 1: Calculate Change in Function Value
The change in the function value, denoted as \( \Delta f \), is given by \( f(x_0 + dx) - f(x_0) \). Substitute \( x_0 = 1 \) and \( dx = 0.1 \) into the function \( f(x) = x^4 \). 1. Calculate \( f(1) = 1^4 = 1 \).2. Calculate \( f(1 + 0.1) = (1.1)^4 \).3. \( (1.1)^4 = 1.1 \times 1.1 \times 1.1 \times 1.1 = 1.4641 \).4. Therefore, \( \Delta f = 1.4641 - 1 = 0.4641 \).
2Step 2: Calculate Differential Change
The differential change, denoted as \( df \), is given by \( f'(x_0) dx \). First, we need the derivative of \( f(x) = x^4 \).1. The derivative is \( f'(x) = 4x^3 \).2. Substitute \( x_0 = 1 \) into \( f'(x) \): \( f'(1) = 4 \times 1^3 = 4 \).3. Therefore, \( df = 4 \times 0.1 = 0.4 \).
3Step 3: Calculate Approximation Error
The approximation error is the absolute value of the difference between the actual change \( \Delta f \) and the differential change \( df \). It is calculated as \( |\Delta f - df| \).1. Substitute \( \Delta f = 0.4641 \) and \( df = 0.4 \).2. Calculate the absolute difference: \(| \Delta f - df | = |0.4641 - 0.4| = 0.0641 \).
Key Concepts
Function ChangeDifferential ApproximationApproximation Error
Function Change
Whenever a function is subjected to a change in its input, there is a corresponding change in its output. This is known as "Function Change". For the given function in our problem, we considered how the value changes when the input changes from an initial point, denoted as \(x_0\), to \(x_0 + dx\).
For example, if we have \(f(x) = x^4\), changing \(x\) from \(1\) to \(1.1\) results in a function change calculated as:
For example, if we have \(f(x) = x^4\), changing \(x\) from \(1\) to \(1.1\) results in a function change calculated as:
- Find \(f(x_0) = f(1) = 1^4 = 1\).
- Calculate \(f(x_0 + dx) = f(1.1) = (1.1)^4 = 1.4641\).
- Thus, the change in function value \(\Delta f = f(1.1) - f(1) = 1.4641 - 1 = 0.4641\).
Differential Approximation
Differential Approximation is a powerful tool in calculus, enabling us to estimate how a function behaves at a small neighborhood around a specific point.
To approximate, we rely on the derivative of the function, which gives us the slope or rate of change at a point \(x_0\). For our function \(f(x) = x^4\), the derivative is:
To approximate, we rely on the derivative of the function, which gives us the slope or rate of change at a point \(x_0\). For our function \(f(x) = x^4\), the derivative is:
- Compute the derivative: \(f'(x) = 4x^3\).
- Substitute \(x_0 = 1\) into the derivative: \(f'(1) = 4 \times 1^3 = 4\).
- Estimate the differential change: \(df = f'(1) \cdot dx = 4 \times 0.1 = 0.4\).
Approximation Error
Despite its usefulness, differential approximation is not always perfect. The difference between the precise change in the function, \(\Delta f\), and its estimated change, \(df\), is called the "Approximation Error".
This error quantifies the accuracy of our estimation and is essential for understanding how well our approximation fits:
This error quantifies the accuracy of our estimation and is essential for understanding how well our approximation fits:
- Calculate the actual change \(\Delta f = 0.4641\).
- Determine the differential approximation value \(df = 0.4\).
- Find the approximation error: \(|\Delta f - df| = |0.4641 - 0.4| = 0.0641\).
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