Chapter 22: Problem 7
In each exercise, obtain the Fourier cosine series for the given function over
the interval stipulated and sketch the function to which the series converges.
\(\begin{aligned} \text { Interval, } 0
Short Answer
Expert verified
The Fourier cosine series is \(\frac{1}{8} + \sum_{n=1}^{\infty} (-1)^{n+1} \frac{2}{n^2 \pi^2} \cos(n\pi x)\).
Step by step solution
01
Understanding the Function
The function is piecewise defined over the interval \(0 < x < 1\). It is given by \(f(x) = 0\) for \(0 < x < \frac{1}{2}\), and \(f(x) = x - \frac{1}{2}\) for \(\frac{1}{2} < x < 1\). Our goal is to find the Fourier cosine series for this function on the interval \([0, 1]\).
02
Fourier Cosine Series Formula
The Fourier cosine series of a function \(f(x)\) defined on \([0, L]\) is given by \[ f(x) \sim \frac{a_0}{2} + \sum_{n=1}^{\infty} a_n \cos\left(\frac{n\pi x}{L}\right), \] where \[ a_0 = \frac{2}{L} \int_{0}^{L} f(x) \; dx \] and \[ a_n = \frac{2}{L} \int_{0}^{L} f(x) \cos\left(\frac{n\pi x}{L}\right) \; dx.\] Given our interval \(L = 1\), these formulas simplify to integrals over \([0, 1]\).
03
Calculate \(a_0\)
We calculate \(a_0\) using the integral \[ a_0 = 2 \int_{0}^{1} f(x) \; dx. \] Breaking this integral into two parts due to the piecewise function: \[ a_0 = 2 \left( \int_0^{1/2} 0 \; dx + \int_{1/2}^{1} \left(x - \frac{1}{2}\right) \; dx \right). \] The first integral is zero. The second integral calculates to: \[ \int_{1/2}^{1} \left(x - \frac{1}{2}\right) \; dx = \left[ \frac{x^2}{2} - \frac{x}{2} \right]_{1/2}^1 = \left(\frac{1}{2} - \frac{1}{2}\right) - \left(\frac{1}{8} - \frac{1}{4}\right) = \frac{1}{8}. \] Thus, \[ a_0 = 2 \times \frac{1}{8} = \frac{1}{4}. \]
04
Calculate \(a_n\)
For each \(n\geq 1\), \[ a_n = 2 \left( \int_0^{1/2} 0 \cdot \cos(n\pi x) \; dx + \int_{1/2}^{1} \left(x - \frac{1}{2}\right) \cos(n\pi x) \; dx \right). \] The first integral is zero. The second integral is calculated with integration by parts, let: \(u = x - \frac{1}{2}, \; dv = \cos(n\pi x)dx; \) then \(du = dx, \; v = \frac{1}{n\pi}\sin(n\pi x).\) By integration by parts, integrate \[ \int_{1/2}^{1}(x - \frac{1}{2}) \cos(n\pi x)\; dx = \left[ (x - \frac{1}{2}) \frac{\sin(n\pi x)}{n\pi} \right]_{1/2}^{1} - \int_{1/2}^{1} \frac{\sin(n\pi x)}{n\pi} \; dx \] equals \[ -\frac{1}{n^2 \pi^2} \left(1 - (-1)^n \right).\] This results in \[ \int_{1/2}^{1}(x - \frac{1}{2}) \cos(n\pi x)\; dx = (-1)^n\frac{1}{n^2 \pi^2}.\] Finally, \[ a_n = 2 \cdot (-1)^{n+1} \frac{1}{n^2 \pi^2}. \]
05
Construct the Fourier Cosine Series
Substitute the coefficients into the cosine series formula: \[ f(x) \sim \frac{1}{8} + \sum_{n=1}^{\infty} (-1)^{n+1} \frac{2}{n^2 \pi^2} \cos(n\pi x). \] This series represents the Fourier cosine series of the given function on the interval \([0,1]\).
06
Sketch the Convergence
The series converges to a function that resembles the piecewise function. It will converge to 0 in the interval \([0, \frac{1}{2})\) and to the line \(x-\frac{1}{2}\) in the interval \((\frac{1}{2}, 1]\). At points \(x=\frac{1}{2}\), convergence is achieved by the average of the two side limits. The periodic extension of the series beyond the interval \([0,1]\) will show symmetry.
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Piecewise Functions
A piecewise function is a type of function that is defined by multiple sub-functions, each of which applies to a specific interval within the domain. In this context, it means that the function behaves differently over different intervals. For the exercise at hand, the function is defined as:
- For the interval from 0 to \(\frac{1}{2}\), the function \(f(x) = 0\). This means no matter the value of \(x\) within this range, the function remains constant at 0.
- For the interval from \(\frac{1}{2}\) to 1, \(f(x) = x - \frac{1}{2}\). Here, the function is linear, incrementing in value as \(x\) moves from \(\frac{1}{2}\) to 1.
Fourier Cosine Series
The Fourier cosine series is a way to express a function as a sum of cosine terms. It is especially useful for functions defined on an interval [0, L]. For our exercise, we're processing this on the interval [0, 1]. This means we are looking for a series of the form:\[ f(x) \sim \frac{a_0}{2} + \sum_{n=1}^{\infty} a_n \cos\left(\frac{n\pi x}{L}\right) \]
- The coefficient \(a_0\) is calculated by integrating the function over the full interval. For our piecewise function, this integral is split across the two segments of the function.
- Each subsequent term has a coefficient \(a_n\) that involves multiplying the function by \(\cos\left(\frac{n\pi x}{L}\right)\) before integrating.
Integration by Parts
Integration by parts is a technique that comes into play when one encounters integrals that are products of functions and are difficult to tackle directly. The formula used here is formulated as:\[ \int u \; dv = uv - \int v \; du \]where \(u\) and \(dv\) are differentiable functions of a variable, often \(x\). Let's apply this concept to one of the integrals in the Fourier coefficient calculation from the problem:
- For the term \(a_n\), notice \(f(x) = x - \frac{1}{2}\) was multiplied by \(\cos(n \pi x)\). We let \(u = x - \frac{1}{2}\) and \(dv = \cos(n\pi x) \; dx\).
- By differentiating and integrating, we find \(du = dx\) and \(v = \frac{\sin(n\pi x)}{n\pi}\).