Chapter 2: Problem 2
Let \(f \in E[0, \pi]\) and $$ f(x) \sim \sum_{n=1}^{\infty} b_{n} \sin n x $$ denote the sine series of \(f\), while $$ f(x) \sim \frac{a_{0}}{2}+\sum_{n=1}^{\infty} a_{n} \cos n x $$ denotes the cosine series of \(f\). What equals the function $$ g(x)=\frac{a_{0}}{2}+\sum_{n=1}^{\infty}\left[a_{n} \cos n x+b_{n} \sin n x\right] $$ at each point in \([-\pi, \pi]\) ?
Short Answer
Step by step solution
Understanding the Series Representations
Combining Sine and Cosine Series
Identifying the Role of g(x)
Conclusion on Function Equality
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Sine Series
A sine series is particularly useful for representing odd functions over a given interval. Odd functions have the property that they are symmetric about the origin. This means that if you fold the graph along the y-axis, each half will be a reflection of the other. Thus, the sine series captures this symmetry effectively.
Because sine functions themselves are odd, they align perfectly with the characteristics of odd functions. This makes the sine series ideal for functions that are defined as odd within the given interval, contributing harmonics that enhance the accuracy of the representation.
Cosine Series
Cosine series are used to represent even functions. Even functions have a symmetry about the y-axis, which means they remain unchanged when mirrored over this axis. The cosine terms, being inherently even functions themselves, are well-suited to depict this symmetry.
In practical applications, cosine series help approximate functions that are evenly distributed and provide an efficient mathematical tool to represent evenly symmetric behaviors across an interval.
Trigonometric Representation
With trigonometric representation, functions can be decomposed into their fundamental periodic elements, where both sine and cosine terms account for different aspects of the function's shape.
- The sine terms represent the vertical oscillations.
- Cosine terms reflect horizontal symmetries.
The use of both components in Fourier series enables representing almost any periodic function, no matter how complex it might be, as long as it satisfies the Dirichlet conditions.
Periodic Functions
In mathematics, a function \( f(x) \) is said to be periodic if there exists a positive number \( T \) such that \( f(x+T) = f(x) \) for all \( x \). Common examples include trigonometric functions like sine and cosine, each of which repeats with a period of \( 2\pi \).
- These functions form the building blocks of Fourier series.
- They provide ways to simplify complex waveforms into recognizable patterns.
Understanding periodicity is crucial because it describes how functions behave over long periods, ensuring predictability and stability in various scientific and engineering contexts.