Chapter 2: Problem 3
For each natural integer \(n\) we define $$ f_{n}(x)=1+\sum_{k=1}^{n}[\cos k x-\sin k x] . $$ Calculate the value of the integral \(\int_{-\pi}^{\pi}\left|f_{n}(x)\right|^{2} d x\).
Short Answer
Expert verified
The integral is \(2\pi(n+1)\).
Step by step solution
01
Understand the Problem
We need to calculate the value of the integral \(\int_{-\pi}^{\pi}\left|f_{n}(x)\right|^{2} dx\). The function \(f_n(x)\) is given as \(f_{n}(x) = 1 + \sum_{k=1}^{n}[\cos kx - \sin kx]\).
02
Expand the Function
Let's expand \(f_n(x)\) in terms of \(\cos kx\) and \(\sin kx\). The function is \(f_{n}(x) = 1 + \sum_{k=1}^{n}\cos kx - \sum_{k=1}^{n}\sin kx\).
03
Simplify the Expression
Rewrite the function as \(f_{n}(x) = 1 + \sum_{k=1}^{n}\cos kx - \sum_{k=1}^{n}\sin kx\). Recognizing that this function can have trigonometric identities applied to it to possibly simplify expression further.
04
Evaluate \(\left|f_n(x)\right|^{2}\)
We need to compute \(\left|f_{n}(x)\right|^2 = \left(1 + \sum_{k=1}^{n} (\cos kx - \sin kx)\right)^2\). Use the formula \((a+b)^2 = a^2 + 2ab + b^2\).
05
Integrate
Now substitute back into the integral and solve: \[ \int_{-\pi}^{\pi}\left|f_{n}(x)\right|^{2} dx = \int_{-\pi}^{\pi} \left(1 + \sum_{k=1}^{n} \cos kx - \sum_{k=1}^{n} \sin kx\right)^2 dx. \]Apply integration properties and trigonometric integrals, considering orthogonality and the fact that terms like \(\int_{-\pi}^{\pi} \cos kx \ dx = 0\) and \(\int_{-\pi}^{\pi} \sin kx \ dx = 0\) unless \(k=0\).
06
Calculate Result
Simplify the integral using properties of definite integrals over symmetric intervals and known identities over \([-\pi, \pi]\). Upon solving gives: \[ \int_{-\pi}^{\pi}\left|f_{n}(x)\right|^{2} dx = 2\pi (n+1). \]
07
Conclusion: Summarize the Solution
The integral of the square of the modulus of \(f_n(x)\) over \([-\pi, \pi]\) results in \(2\pi(n+1)\). This takes into account the orthogonality of trigonometric function terms and symmetry of the interval, yielding the solution.
Unlock Step-by-Step Solutions & Ace Your Exams!
-
Full Textbook Solutions
Get detailed explanations and key concepts
-
Unlimited Al creation
Al flashcards, explanations, exams and more...
-
Ads-free access
To over 500 millions flashcards
-
Money-back guarantee
We refund you if you fail your exam.
Over 30 million students worldwide already upgrade their learning with Vaia!
Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Trigonometric Functions
Trigonometric functions are the building blocks of many mathematical fields, especially in Fourier analysis. In our function \(f_n(x) = 1 + \sum_{k=1}^{n} (\cos kx - \sin kx)\), we find a precise combination of these functions. Trigonometric functions like \(\cos kx\) and \(\sin kx\) represent wave patterns that repeat at consistent intervals, known as periods. This periodic nature is essential in expressing complex periodic functions in simpler forms.
When dealing with this type of exercise, you expand the function in terms of \(\cos kx\) and \(\sin kx\) as part of the Fourier series. This decomposes any periodic function into the sum of simpler oscillating functions. So here, the sum of cosine and sine functions represents a kind of wave addition.
When dealing with this type of exercise, you expand the function in terms of \(\cos kx\) and \(\sin kx\) as part of the Fourier series. This decomposes any periodic function into the sum of simpler oscillating functions. So here, the sum of cosine and sine functions represents a kind of wave addition.
- Cosine functions are symmetric with respect to the y-axis, meaning they are even functions: \(\cos(-x) = \cos x\).
- Sine functions are asymmetric with respect to the y-axis, meaning they are odd functions: \(\sin(-x) = -\sin x\).
Definite Integrals
A definite integral, such as \(\int_{-\pi}^{\pi} \left|f_n(x)\right|^2 \, dx\), calculates the total accumulation of a function over a specific interval. It can be visualized as the area under the curve of a function on this interval. Integrating \(f_n(x)\) across \([-\pi, \pi]\) gives a measure of how much the function accumulates between these two points. This is essential for understanding the overall behavior of \(f_n(x)\) over one complete period.
In solving this problem, you use properties of symmetry specific to periodic functions over intervals like \([-\pi, \pi]\). These properties simplify the calculations:
In solving this problem, you use properties of symmetry specific to periodic functions over intervals like \([-\pi, \pi]\). These properties simplify the calculations:
- Integrals of \(\cos kx\) and \(\sin kx\) over a full period, unless \(k = 0\), result in zero due to their foundational nature of oscillation.
- The definite integral properties allow you to manipulate and combine integrand components efficiently.
Orthogonality of Functions
Orthogonality is a cornerstone concept of Fourier series, especially in terms of trigonometric functions. In mathematics, two functions are orthogonal over an interval if their inner product (integral of their product) equals zero on that interval.
In the context of our exercise, the properties of sine and cosine functions being orthogonal is crucial. For example:
In the context of our exercise, the properties of sine and cosine functions being orthogonal is crucial. For example:
- \(\int_{-\pi}^{\pi} \cos kx \sin mx \, dx = 0\) for \(k eq m\).
- \(\int_{-\pi}^{\pi} \cos kx \cos mx \, dx = 0\) for \(k eq m\) and \(\int_{-\pi}^{\pi} \sin kx \sin mx \, dx = 0\) for \(k eq m\).