Chapter 11: Problem 8
Find the Fourier cosine series. $$ f(x)=e^{x} ; \quad[0, \pi] $$
Short Answer
Expert verified
Question: Find the Fourier cosine series of the function f(x) = e^x, defined on the interval [0, π].
Answer: The Fourier cosine series for the function f(x) = e^x on the interval [0, π] is given by:
$$
F(x) = \frac{e^{\pi} - 1}{\pi} + \sum_{n=1}^{\infty} \left[ (e^{\pi} - 1) \frac{2}{n^2\pi} - \frac{2}{\pi} \int_{0}^{\pi} e^x \cos(nx) dx \right] \cos(nx)
$$
Step by step solution
01
Find the general formula for coefficients a_n
Using the formula for a_n, we need to calculate the integral for coefficients a_n:
$$
a_{n} = \frac{2}{\pi} \int_{0}^{\pi} e^x \cos(nx) dx
$$
Now, let's find these coefficients for a_0, a_1, a_2, ...
02
Calculate the coefficient a_0
For n = 0, let us calculate a_0:
$$
a_{0} = \frac{2}{\pi} \int_{0}^{\pi} e^x \cos(0x) dx = \frac{2}{\pi} \int_{0}^{\pi} e^x dx
$$
Integrate with respect to x:
$$
a_{0} = \frac{2}{\pi} \left[ e^x \right]_{0}^{\pi} = \frac{2}{\pi} (e^{\pi} - 1)
$$
03
Calculate general formula for coefficients a_n for n ≥ 1
For n ≥ 1, let's evaluate the following integral:
$$
a_{n} = \frac{2}{\pi} \int_{0}^{\pi} e^x \cos(nx) dx
$$
Integration by parts:
Let u = e^x and dv = cos(nx) dx. Then, we obtain du = e^x dx and v = 1/n * sin(nx).
By applying integration by parts:
$$
a_{n} = \frac{2}{\pi} \left[ uv \Big|_0^{\pi} - \int_{0}^{\pi} v \ du \right]
$$
Substitute u, dv, du, and v:
$$
a_{n} = \frac{2}{\pi} \left[ \frac{e^x}{n} \sin(nx) \Big|_0^{\pi} - \int_{0}^{\pi} \frac{\sin(nx)}{n} \ e^x dx \right]
$$
The term e^x * sin(nx) is zero for both x=0 and x=π, so the first term will be zero:
$$
a_{n} = - \frac{2}{\pi} \int_{0}^{\pi} \frac{\sin(nx)}{n} \ e^x dx
$$
Now, we need to integrate this expression again by parts. Let u = e^x and dv = -sin(nx)/n dx. Then we get du = e^x dx and v = -cos(nx)/n^2.
By applying integration by parts again:
$$
a_{n} = \frac{2}{\pi} \left[ uv \Big|_0^{\pi} - \int_{0}^{\pi} v \ du \right]
$$
Substitute u, dv, du, and v:
$$
a_{n} = \frac{2}{\pi} \left[\frac{-e^x}{n^2} \cos(nx) \Big|_0^{\pi} + \int_{0}^{\pi} \frac{\cos(nx)}{n^2} \ e^x dx \right]
$$
Now, evaluate the boundary terms and simplify:
$$
a_{n} = \frac{2}{n^2\pi} \left[ (e^{\pi} - 1) - n^2 \int_{0}^{\pi} e^x \cos(nx) dx \right]
$$
So,
$$
a_{n} = (e^{\pi} - 1) \frac{2}{n^2\pi} - \frac{2}{\pi} \int_{0}^{\pi} e^x \cos(nx) dx
$$
04
Write the Fourier cosine series
Combining the results of previous steps, we can write the Fourier cosine series for f(x) = e^x as follows:
$$
F(x) = \frac{a_0}{2} + \sum_{n=1}^{\infty} a_{n} \cos(nx) = \frac{e^{\pi} - 1}{\pi} + \sum_{n=1}^{\infty} \left[ (e^{\pi} - 1) \frac{2}{n^2\pi} - \frac{2}{\pi} \int_{0}^{\pi} e^x \cos(nx) dx \right] \cos(nx)
$$
This is the Fourier cosine series for the given function f(x) = e^x on the interval [0, π].
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Cosine Series
A cosine series is a special type of Fourier series used to represent a periodic function using only cosine terms. This is particularly useful when dealing with even functions, which are symmetric around the y-axis. In a cosine series, we calculate coefficients that help us write the original function as an infinite sum of cosine terms.
The general form of a Fourier cosine series for a function \( f(x) \) defined on the interval \([0, L]\) is given by:
The series attempts to approximate the function as closely as possible within the interval.
The general form of a Fourier cosine series for a function \( f(x) \) defined on the interval \([0, L]\) is given by:
- \(F(x) = \frac{a_0}{2} + \sum_{n=1}^{\infty} a_n \cos\left(\frac{n \pi x}{L}\right)\)
The series attempts to approximate the function as closely as possible within the interval.
Integration by Parts
Integration by parts is a technique used to integrate products of functions. This method derives from the product rule of differentiation and helps in breaking down complex integrals into more manageable parts. The formula for integration by parts is:
This requires applying integration by parts multiple times to simplify the original integral and solve for the desired coefficients. It's like peeling an onion, where each layer makes the problem simpler.
- \(\int u \, dv = uv - \int v \, du\)
This requires applying integration by parts multiple times to simplify the original integral and solve for the desired coefficients. It's like peeling an onion, where each layer makes the problem simpler.
Coefficient Calculation
Calculating coefficients in a Fourier series is a crucial step, as these coefficients determine how well the series approximates the given function. For the cosine series, these coefficients are denoted as \( a_n \). Here’s a brief on how they are obtained:
- \( a_0 = \frac{2}{\pi} \int_0^\pi f(x) \, dx \)
- \( a_n = \frac{2}{\pi} \int_0^\pi f(x) \cos(nx) \, dx \) for \( n \geq 1 \)
Boundary Value Problems
Boundary value problems often arise in disciplines such as physics and engineering, where you need to find a function that satisfies a differential equation and specific conditions at the boundaries of the domain. These problems naturally lead to the use of Fourier series, including cosine and sine series.
In our context, we use a Fourier cosine series to solve a boundary value problem, where the function \( f(x) \) is defined over a domain \([0, \pi]\). This approach is fitting because cosine functions naturally satisfy many boundary conditions by being zero or having simple values at the boundaries of the interval.
In our context, we use a Fourier cosine series to solve a boundary value problem, where the function \( f(x) \) is defined over a domain \([0, \pi]\). This approach is fitting because cosine functions naturally satisfy many boundary conditions by being zero or having simple values at the boundaries of the interval.
- In other words, the cosine series aligns with the constraints imposed by boundary conditions, making it a powerful tool in solving such problems.