Math Problem Statement

If f(x) = a0 + Σ(n=1 to ∞) an cos(nx) + Σ(n=1 to ∞) bn sin(nx), in (-π, π) then evaluate 1/(2π) ∫(from -π to π) [f(x)]^2 dx.

Solution

This problem involves a Fourier series and integral calculation. The function f(x)f(x) is given as a Fourier series expansion:

f(x)=a0+n=1ancos(nx)+n=1bnsin(nx)f(x) = a_0 + \sum_{n=1}^{\infty} a_n \cos(nx) + \sum_{n=1}^{\infty} b_n \sin(nx) where the series is valid for x(π,π)x \in (-\pi, \pi).

We are asked to evaluate:

12πππ[f(x)]2dx\frac{1}{2\pi} \int_{-\pi}^{\pi} [f(x)]^2 \, dx

This expression involves finding the energy (or the square of the function) over one period (π,π)(-\pi, \pi), which is a typical application in Fourier analysis.

Key steps:

  1. Parse the Fourier series: The function f(x)f(x) consists of:

    • A constant term a0a_0,
    • Cosine terms ancos(nx)a_n \cos(nx),
    • Sine terms bnsin(nx)b_n \sin(nx).
  2. Square the Fourier series: When squaring f(x)f(x), we will have several terms:

    • a02a_0^2,
    • Cross terms involving products of a0a_0 with the cosine and sine terms,
    • Squares of cosine and sine terms (these will contribute significantly).
  3. Simplification using orthogonality of trigonometric functions: The integrals of sine and cosine functions over (π,π)(-\pi, \pi) simplify greatly due to their orthogonality: ππcos(nx)cos(mx)dx=0fornm\int_{-\pi}^{\pi} \cos(nx) \cos(mx) \, dx = 0 \quad \text{for} \, n \neq m and similarly for sine functions. The non-zero contributions come only when n=mn = m.

The correct expression is:

12πππ[f(x)]2dx=a02+12n=1(an2+bn2)\frac{1}{2\pi} \int_{-\pi}^{\pi} [f(x)]^2 \, dx = a_0^2 + \frac{1}{2} \sum_{n=1}^{\infty} (a_n^2 + b_n^2)

Thus, the correct answer is:

(d)\boxed{(d)}

Would you like a detailed explanation or any clarifications on this?

Here are 5 follow-up questions to expand your understanding:

  1. What is the physical interpretation of the integral 12πππf(x)2dx\frac{1}{2\pi} \int_{-\pi}^{\pi} f(x)^2 dx in Fourier analysis?
  2. How does the orthogonality of sine and cosine functions simplify the calculation of integrals in Fourier series?
  3. What would change in the calculation if the interval for xx was different from (π,π)(-\pi, \pi)?
  4. How are the Fourier coefficients ana_n and bnb_n related to the original function f(x)f(x)?
  5. Can you describe how Parseval's theorem relates to this problem?

Tip:

In Fourier series problems, always utilize the orthogonality of trigonometric functions to simplify calculations when integrating products of sines and cosines.

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Fourier Series
Integration
Trigonometric Functions

Formulas

f(x) = a0 + Σ(n=1 to ∞) an cos(nx) + Σ(n=1 to ∞) bn sin(nx)
1/(2π) ∫(from -π to π) [f(x)]^2 dx
Orthogonality of sine and cosine functions

Theorems

Parseval's Theorem
Orthogonality of Trigonometric Functions

Suitable Grade Level

Undergraduate (Math or Physics Major)