Chapter 12: Problem 3
Which of the following functions of \(x\) could be represented by a Fourier
series over the range indicated?
(a) \(\tanh ^{-1}(x), \quad-\infty
Short Answer
Expert verified
Only \(\text{x sin}(1/x) \, \text{cyclically repeated over the range} \ -fty < x < fty\), can represent the Fourier series.
Step by step solution
01
- Understanding the Problem
Determine which of the given functions can be represented by a Fourier series over their respective specified ranges.
02
- Condition for Fourier Series
Recall that a function must be periodic to be represented by a Fourier series. Check if each function is periodic over the given range.
03
- Check \(\tanh^{-1}(x)\)
The function \(\tanh^{-1}(x)\) is not periodic over \(-fty < x < fty\). Therefore, it cannot be represented by a Fourier series.
04
- Check \(|\text{sin} x|^{-1/2}\)
The function \(|\text{sin} x|^{-1/2}\) is not periodic over \(-fty < x < fty\). Therefore, it cannot be represented by a Fourier series.
05
- Check \(\text{cos}^{-1}(\text{sin} 2 x)\)
The function \(\text{cos}^{-1}(\text{sin} 2 x)\) is not periodic over \(-fty < x < fty\). Therefore, it cannot be represented by a Fourier series.
06
- Check \(\text{x sin}(1/x)\)
Review the function \(\text{x sin}(1/x)\) over the interval given: \(-fty < x fty\). Since the function is not periodic over this interval, it also cannot be represented by a Fourier series.
07
- Identify the Cyclical Repetition
The function \(\text{x sin}(1/x)\) provided in the interval \(-fty < x fty\) is not given a specification that it repeats cyclically in this entire interval. Only the function \(\text{x sin}(1/x) \, \text{cyclically repeated over the range} \ -fty < x < fty\), can represent the Fourier series.
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Periodic Functions
Periodic functions repeat their values in regular intervals or periods. The concept of periodicity is essential when dealing with Fourier series because a function must be periodic to be expanded in a Fourier series. Think of sine and cosine functions. They repeat their values every \(2\pi\). For example, \(\text{sin}(x)\) satisfies \(\text{sin}(x + 2\pi) = \text{sin}(x)\). This regular interval makes it possible to represent periodic functions through a sum of sines and cosines.
Inverse Hyperbolic Functions
Inverse hyperbolic functions like \(\tanh^{-1}(x)\) are the inverses of hyperbolic functions. Hyperbolic functions resemble trigonometric functions but are related to hyperbolas rather than circles. The function \(\tanh^{-1}(x)\) is defined for all \(x\) and does not repeat its values at regular intervals. This lack of periodicity means it cannot be represented by a Fourier series. If a function is not periodic, no combination of sine and cosine terms (which are inherently periodic) will adequately describe it everywhere.
Absolute Value Functions
An absolute value function represents the distance of a number from zero on the number line, ignoring its sign. For example, \(|\text{sin} x|^{-1/2}\) uses the absolute value of \(\text{sin}(x)\). Absolute value functions can sometimes be periodic themselves but adding a transformation, like raising to the power of \(-1/2\), often disrupts this periodicity. This is the case with \(|\text{sin} x|^{-1/2}\), making it unsuitable for Fourier series representation because there is no regular repeating pattern.
Inverse Trigonometric Functions
Inverse trigonometric functions, like \(\text{cos}^{-1}(\text{sin} 2 x)\), are the inverses of trigonometric functions. They provide the angle whose trigonometric function equals a given value. For example, \(\text{cos}^{-1}\) returns the angle whose cosine is a specific number. The function \(\text{cos}^{-1}(\text{sin} 2 x)\) does not exhibit periodic behavior over the entire real line, hence it cannot be expressed as a Fourier series. Periodicity is crucial for Fourier expansions, and inverse trigonometric functions often lose this periodic nature.
Cyclical Repetition
Cyclical repetition refers to repeating a function’s pattern over a specified interval. In the context of Fourier series, cyclical repetition ensures a function is periodic. For example, the function \(\text{x sin}(1/x)\) defined over \(-\frac{1}{\pi} < x \leq \frac{1}{\pi}\), when repeated over this interval, can be represented by a Fourier series. This is because, by defining the function as periodically repeating, we impose a structure that allows the use of sines and cosines to express it accurately over each cycle.