Chapter 1: Problem 7
Find the norm of the constant function 1 on the interval \([-\pi, \pi]\).
Short Answer
Expert verified
The norm of the constant function 1 on the interval \([-π, π]\) is \(\sqrt{2π}\).
Step by step solution
01
Identify the function and interval
The function given is \(f(x) = 1\) and the interval is \([-π, π]\). We need to find the norm of this function on this interval using the L2-norm.
02
Find the square of the function
To calculate the L2-norm, we first need to find the square of the absolute value of the function, in our case:
\[
|f(x)|^2 = |1|^2 = 1
\]
03
Calculate the integral
Now, we need to calculate the integral of the squared function from Step 2 over the interval:
\[
\int_{-Ï€}^{Ï€} 1 dx
\]
To calculate the integral, we just need to find the antiderivative of 1, which is \(x\) (since the derivative of \(x\) is 1). Now, we can evaluate the integral:
\[
F(π) - F(-π) = π - (-π) = 2π
\]
04
Find the L2-norm
Finally, we can find the L2-norm by taking the square root of the integral value obtained in Step 3:
\[
\|f(x)\|_2 = \sqrt{2Ï€}
\]
So, the norm of the constant function 1 on the interval \([-π, π]\) is \(\sqrt{2π}\).
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Understanding Constant Functions
A constant function is one of the simplest types of functions in mathematics. It is defined as a function that always returns the same value, regardless of the input. For example, the function \( f(x) = 1 \) is a constant function because for any value of \( x \), the output will be 1. Constant functions are interesting because they provide a straightforward scenario to study various mathematical tools and concepts.
- It's important to note that constant functions have a derivative of 0.
- The graph of a constant function is a horizontal line on the cartesian plane.
Integral Calculation Made Simple
The process of integral calculation involves finding the antiderivative of a function. Integrals are used to calculate the area under a curve, among other applications. When dealing with constant functions, integral calculation is quite straightforward.
For a constant function \( f(x) = c \), the antiderivative is \( F(x) = cx + C \), where \( C \) is a constant of integration. In the original exercise, we calculate the integral of the constant function 1 over the interval \([-π, π]\):
For a constant function \( f(x) = c \), the antiderivative is \( F(x) = cx + C \), where \( C \) is a constant of integration. In the original exercise, we calculate the integral of the constant function 1 over the interval \([-π, π]\):
- Find the antiderivative, which is simply \( x \).
- Evaluate this antiderivative at the interval boundaries \([-π, \, π]\).
- Compute the difference to find the integral result: \( F(Ï€) - F(-Ï€) = 2Ï€ \).
Norm in Mathematics
In mathematics, the norm of a function provides a way to measure the "size" or "length" of something, a concept similar to distance in geometry. The most common norm, especially when dealing with functions, is the L2-norm.
The L2-norm, also known as the Euclidean norm for functions, is calculated by taking the square root of the integral of the square of the function over a specified interval.
Here's how it applies:
The L2-norm, also known as the Euclidean norm for functions, is calculated by taking the square root of the integral of the square of the function over a specified interval.
Here's how it applies:
- Square the function: \( |f(x)|^2 \).
- Calculate the integral of this squared function over the desired interval.
- The result of the integral gives the square of the norm.
- Finally, take the square root of this value to get the L2-norm.