Chapter 2: Problem 3
Assume \(f\) satisfies the assumptions of Dirichlet's Theorem. Determine the following limits: (a) \(\lim _{n \rightarrow \infty} \frac{1}{\pi} \int_{-\pi}^{\pi} f(t) \sin n t d t\) (b) \(\lim _{n \rightarrow \infty} \frac{1}{\pi} \int_{-\pi}^{\pi} f(t) \sin \left(n-\frac{1}{2}\right) t d t\) (c) \(\lim _{n \rightarrow \infty} \frac{1}{\pi} \int_{-\pi}^{\pi} \frac{f(t)}{t} \sin \left(n-\frac{1}{2}\right) t d t\)
Short Answer
Step by step solution
Understanding the Setup
Step (a): Evaluating the Limit Involving \( \sin nt \)
Step (b): Evaluating the Limit Involving \( \sin(n-1/2)t \)
Step (c): Evaluating the Limit with \( \frac{f(t)}{t} \sin(n-1/2)t \)
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Dirichlet's Theorem
This theorem helps us determine the behavior of integrals involving trigonometric functions. Particularly, it tells us that for functions that meet these criteria, the oscillations of sine and cosine terms cancel out their effects over a period, leading to the convergence of integrals to zero as the frequency increases. This is particularly useful when evaluating limits that involve oscillatory behavior, as seen in the original exercise where the function \( f(t) \) is considered under these conditions.
Trigonometric Integrals
- The sine function \( \sin nt \) oscillates with increasing frequency as \( n \) grows.
- When the product \( f(t) \sin nt \) is integrated over an entire period, the negative and positive areas created by these oscillations often cancel each other out.
- This causes the integral to converge to zero when \( f \) fulfills the properties outlined by Dirichlet's Theorem.
Piecewise Continuous Functions
- This property is crucial in the context of Fourier analysis, as most functions in real-world applications are not perfectly continuous but are piecewise continuous.
- The continuity conditions allow the use of Dirichlet's Theorem, which tells us about the convergence properties of the Fourier series.
- A piecewise continuous function can still be represented by a Fourier series, allowing us to evaluate limits of integrals effectively, as demonstrated in the exercise.
Limit Evaluation
- The problems in the exercise demonstrate limits of the form \( \lim_{n \to \infty} \int f(t) \sin(nt) \ dt \), leading to zero due to the reasons grounded in Dirichlet's Theorem.
- As \( n \) becomes very large, the rapid oscillation of \( \sin(nt) \) causes any non-pathological function \( f(t) \) that satisfies Dirichlet's conditions to result in the integral averaging to zero over the interval \([-\pi, \pi]\).
- These evaluations are simplified through the use of techniques like recognizing symmetry, periodicity, and cancellation effects stemming from the orthogonality of sine functions.