Write the Euler’s formula to find Fourier series?
Q.) Write the Euler’s formula to find Fourier series?
Subject: Mathematics - III. Introduction
Fourier series is a mathematical tool used in analysis, which breaks down any periodic function or periodic signal into the sum of a (possibly infinite) set of simple oscillating functions, namely sines and cosines (or, equivalently, complex exponentials). The study of Fourier series is a branch of Fourier analysis.
Fourier series have many practical applications in physics and engineering, including heat conduction, vibrations, acoustics, and optics.
II. Euler's Formula
Euler's formula, named after Leonhard Euler, is a mathematical formula in complex analysis that establishes the deep relationship between trigonometric functions and the complex exponential function. Euler's formula states that for any real number x:
e^(ix) = cos(x) + i*sin(x)
where e is the base of the natural logarithm, i is the imaginary unit, and cos and sin are the cosine and sine functions, respectively.
III. Fourier Series
In mathematics, a Fourier series is a way to represent a (possibly periodic) function as the sum of simple sine waves. More formally, it decomposes any periodic function or periodic signal into the sum of a (possibly infinite) set of simple oscillating functions, namely sines and cosines (or, equivalently, complex exponentials). The study of Fourier series is a branch of Fourier analysis.
The Fourier series of a periodic function f(x) with period P is given by:
f(x) = a0/2 + Σ [an cos(nx) + bn sin(nx)]
where the coefficients a0, an, and bn are given by:
a0 = (1/P) ∫ f(x) dx over one period
an = (2/P) ∫ f(x) cos(nx) dx over one period
bn = (2/P) ∫ f(x) sin(nx) dx over one period
IV. Euler's Formula in Fourier Series
Euler's formula is used in the Fourier series to simplify the representation of the series. By using Euler's formula, the Fourier series of a function can be written in terms of complex exponentials instead of sines and cosines.
The Fourier series of a function f(x) using Euler's formula is given by:
f(x) = Σ [Cn e^(inx)]
where the coefficients Cn are given by:
Cn = (1/P) ∫ f(x) e^(-inx) dx over one period
V. Examples
Example 1: Find the Fourier series of the function f(x) = x^2 on the interval [-π, π].
Solution:
The coefficients Cn are given by:
Cn = (1/2π) ∫ from -π to π (x^2 e^(-inx) dx)
This integral can be solved by integration by parts. The result is:
Cn = (2(-1)^n)/n^2 for n ≠ 0, and C0 = π^2/3
Therefore, the Fourier series of the function f(x) = x^2 on the interval [-π, π] is:
f(x) = π^2/3 + Σ from n=1 to ∞ [(2(-1)^n/n^2) e^(inx)]
VI. Conclusion
Euler's formula plays a crucial role in simplifying the representation of Fourier series. By using Euler's formula, the Fourier series of a function can be written in terms of complex exponentials instead of sines and cosines, which often simplifies the calculation and analysis of the series.
Further study and practice using Euler's formula in Fourier series is encouraged to gain a deeper understanding and proficiency in this important area of mathematics.
Diagram: Not necessary for this question.
Summary
Fourier series is a mathematical tool used in analysis to break down any periodic function into the sum of simple oscillating functions. Euler's formula is a mathematical formula that establishes the relationship between trigonometric functions and the complex exponential function. It is used in the Fourier series to simplify the representation of the series.
Analogy
Just like how a complex recipe can be broken down into simpler ingredients, Fourier series breaks down a periodic function into simpler oscillating functions.
Quizzes
- To break down any periodic function into simpler oscillating functions
- To solve complex mathematical problems
- To analyze non-periodic functions
- To study the relationship between trigonometric functions and complex exponentials