Chapter 7: Problem 7
Expand the function
$$
f(x)=\sin x, \quad 0
Short Answer
Expert verified
In summary, we have expressed the given function f(x) = sin(x) as a Fourier series using the eigenfunctions and coefficients found through the Sturm-Liouville problem:
$$
\sin x = \sum_{n=1}^{\infty} \frac{2}{\pi}\left(\int_0^m \sin x \sin\left(\left(n-\frac{1}{2}\right)x\right) dx\right)\sin\left(\left(n-\frac{1}{2}\right)x\right)
$$
Step by step solution
01
Identify the Eigenfunctions of the Sturm-Liouville Problem
For the given Sturm-Liouville problem, the differential equation and boundary conditions are:
$$
y^{\prime \prime}+\lambda y =0, \\
y(0) =0, \quad y(\pi)+y^{\prime}(z)=0 .
$$
Eigenfunctions are solutions of the differential equations with specific eigenvalues \(λ\). The general solution to this differential equation can be written as:
$$
y(x) = A\sin(\sqrt{\lambda}x) + B\cos(\sqrt{\lambda}x)
$$
Applying boundary conditions:
1. \(y(0) = 0\): \(B\cos(\sqrt{\lambda}(0)) = 0\) which implies \(B=0\).
2. \(y(\pi) + y^{\prime}(z) = 0\)
Let's apply the second boundary condition on the simplified general solution.
02
Applying the second boundary condition
The simplified general solution is:
$$
y(x) = A\sin(\sqrt{\lambda}x)
$$
And its derivative is:
$$
y^{\prime}(x) = A\sqrt{\lambda}\cos(\sqrt{\lambda}x)
$$
Now, apply the boundary condition \(y(\pi) + y^{\prime}(z) = 0\):
$$
A\sin(\sqrt{\lambda}\pi) + A\sqrt{\lambda}\cos(z) = 0
$$
We know \(A\) cannot be zero, so we divide by \(A\):
$$
\sin(\sqrt{\lambda}\pi) + \sqrt{\lambda}\cos(z) = 0
$$
From this equation, we can determine the eigenvalues and eigenfunctions.
03
Determine eigenvalues and eigenfunctions from the equation
Rewrite the equation from the previous step:
$$
\sin(\sqrt{\lambda}\pi) = -\sqrt{\lambda}\cos(z)
$$
We notice that the left side is a sine function and the right side is a negative cosine function multiplied by an unknown constant. To satisfy the equality, eigenvalues can be found when \(\cos(z) = 0\), which occurs when \(\lambda_n = \left(n-\frac{1}{2}\right)^2\) for all integer values of \(n\).
For each eigenvalue, the corresponding eigenfunction is:
$$
y_n(x) = A_n\sin\left(\sqrt{\lambda_n}x\right) = A_n\sin\left(\left(n-\frac{1}{2}\right)x\right)
$$
Now that we have the eigenfunctions, the next step is finding the coefficients \(A_n\).
04
Find the coefficients \(A_n\) using orthogonal properties
The expansion of the function \(f(x) = \sin x\) in terms of eigenfunctions is given by:
$$
f(x) = \sum_{n=1}^{\infty} A_n\sin\left(\left(n-\frac{1}{2}\right)x\right)
$$
To find \(A_n\), multiply both sides by \(\sin\left(\left(m-\frac{1}{2}\right)x\right)\), integrate from \(0\) to \(m\), and use orthogonal properties:
$$
\int_0^m \sin x \sin\left(\left(m-\frac{1}{2}\right)x\right) dx = \int_0^m \sum_{n=1}^{\infty} A_n\sin\left(\left(n-\frac{1}{2}\right)x\right) \sin\left(\left(m-\frac{1}{2}\right)x\right) dx
$$
Due to orthogonal properties, the right side of the equation simplifies to:
$$
\frac{A_m \pi}{2} = \int_0^m \sin x \sin\left(\left(m-\frac{1}{2}\right)x\right) dx
$$
Solve for \(A_m\):
$$
A_m = \frac{2}{\pi}\int_0^m \sin x \sin\left(\left(m-\frac{1}{2}\right)x\right) dx
$$
Now, we have everything we need to express \(f(x)=\sin x\) as a series of eigenfunctions.
05
Express \(f(x)=\sin x\) as a series of eigenfunctions
Using the coefficients \(A_m\) and eigenfunctions \(y_n(x)\), the given function \(f(x) = \sin x\) can be written as:
$$
\sin x = \sum_{n=1}^{\infty} \frac{2}{\pi}\left(\int_0^m \sin x \sin\left(\left(n-\frac{1}{2}\right)x\right) dx\right)\sin\left(\left(n-\frac{1}{2}\right)x\right)
$$
This is the final expanded form of the function \(f(x) = \sin x\).
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Eigenfunctions
In the context of the Sturm-Liouville problem, eigenfunctions are special solutions to differential equations associated with corresponding eigenvalues. They form a basis for expressing other functions, like in a series expansion. For the given problem, we started with the differential equation:
- \( y'' + \lambda y = 0 \)
- Boundary conditions: \( y(0) = 0 \) and \( y(\pi) + y'(z) = 0 \)
- \( y(x) = A \sin(\sqrt{\lambda}x) + B \cos(\sqrt{\lambda}x) \)
- \( y_n(x) = A_n \sin\left(\left(n-\frac{1}{2}\right)x\right) \)
Eigenvalues
Eigenvalues are key in solving a differential equation, especially in the context of the Sturm-Liouville theory. For our problem, we derive these values while applying boundary conditions:
- Using \( \sin(\sqrt{\lambda}\pi) + \sqrt{\lambda}\cos(z) = 0 \)
- We solve for \( \lambda \) when \( \cos(z) = 0 \)
- \( \lambda_n = \left(n - \frac{1}{2}\right)^2 \)
- Where \( n \) is a positive integer
Orthogonal Properties
In mathematical terms, orthogonality refers to the concept that two functions are orthogonal if their inner product, typically an integral over a specific domain, equals zero. In our Sturm-Liouville problem, eigenfunctions possess orthogonal properties that facilitate expanding a function into a sum of these eigenfunctions. Specifically, we use the identity:
- \( \int_0^m y_n(x) y_m(x) \, dx = 0 \) for \( n eq m \)
- \( \int_0^m \sin x \sin\left(\left(m-\frac{1}{2}\right)x\right) dx \)
- We isolate terms for different \( n \)
Differential Equations
Differential equations involve functions and their derivatives, demonstrating how functions change within a certain context. The equation used here is a second-order linear differential equation with specific boundary conditions:
- \( y'' + \lambda y = 0 \)
- Leading to eigenvalue and eigenfunction computation
- Crucial for boundary-value problems