Chapter 8: Problem 23
Let \(\left\langle a_{n}\right\rangle\) be a convergent sequence and \(\left\langle a_{f(n)}\right\rangle\) be a subsequence of \(\left\langle a_{n}\right\rangle .\) Prove that $$\lim _{n \rightarrow \infty} a_{n}=\lim _{n \rightarrow \infty} a_{f(n)}.$$
Short Answer
Expert verified
The subsequence converges to the same limit as the original sequence, as every subsequence of a convergent sequence converges to the same limit.
Step by step solution
01
Understanding the Convergent Sequence
A sequence \( \langle a_n \rangle \) is said to be convergent if there exists a limit \( L \) such that for every \( \epsilon > 0 \), there exists a natural number \( N \) such that for all \( n \geq N \), \( |a_n - L| < \epsilon \). In simpler terms, as \( n \) increases, the terms of the sequence get arbitrarily close to the limit \( L \).
02
Defining the Subsequence
A subsequence \( \langle a_{f(n)} \rangle \) is formed by selecting elements from the original sequence \( \langle a_n \rangle \) using an increasing function \( f(n) \). This means that each term of the subsequence corresponds to a term of the original sequence and \( f(n) \) ensures that the terms are picked in the same order as they appear in \( \langle a_n \rangle \), but possibly skipping some terms.
03
Limit of the Original Sequence
The sequence \( \langle a_n \rangle \) converges to \( L \). Therefore, for every \( \epsilon > 0 \), there exists an integer \( N \) such that whenever \( n \geq N \), \( |a_n - L| < \epsilon \). This means that the terms of \( \langle a_n \rangle \) get closer and closer to \( L \) as \( n \) becomes very large.
04
Applying the Convergence Condition to the Subsequence
Since \( \left\langle a_{f(n)} \right\rangle \) is a subsequence of \( \left\langle a_n \right\rangle \), each term in the subsequence is equal to some term in the original sequence. For each \( f(n) \geq N \), we have \( |a_{f(n)} - L| < \epsilon \) because if \( n \geq N \), then \( f(n) \geq N \) holds. Thus the subsequence \( \left\langle a_{f(n)} \right\rangle \) also becomes arbitrarily close to \( L \).
05
Concluding the Proof
The definition of convergence applies identically to the subsequence \( \left\langle a_{f(n)} \right\rangle \) as it did for the original sequence \( \left\langle a_n \right\rangle \), given that the subsequence does not alter the convergence criteria; it simply selects terms from a later point in the sequence for large \( n \). Therefore, \( \lim_{n \rightarrow \infty} a_n = \lim_{n \rightarrow \infty} a_{f(n)} = L \).
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Subsequence
A subsequence is derived from an original sequence by picking some of its elements, which are then arranged in the same order as they appear in the original sequence. Consider a sequence \( \langle a_n \rangle \), from which you select specific terms using a function \( f(n) \). This function maps each natural number \( n \) to a term index in the sequence and is strictly increasing, ensuring that as \( n \) grows, \( f(n) \) also grows while maintaining the order of the elements. Essentially, a subsequence keeps the original sequence's order but may skip some terms.
Understanding subsequences helps when analyzing the behavior of a sequence as we can focus on particular elements that retain the properties of the whole due to their ordered selection. A vital property of subsequences is that if the entire sequence is convergent, the subsequence will have the same limit.
Understanding subsequences helps when analyzing the behavior of a sequence as we can focus on particular elements that retain the properties of the whole due to their ordered selection. A vital property of subsequences is that if the entire sequence is convergent, the subsequence will have the same limit.
Limit
The concept of a limit is central to understanding convergence in sequences. For a sequence \( \langle a_n \rangle \) to be convergent, it should approach a certain value known as the limit. Mathematically, a sequence has a limit \( L \) if for every \( \epsilon > 0 \), however small, there is a natural number \( N \) such that for all terms where \( n \geq N \), the distance between \( a_n \) and \( L \) is less than \( \epsilon \). This means the terms \( a_n \) are getting closer and closer to \( L \) as \( n \) increases.
In practice, a sequence that converges does not necessarily mean the individual terms ever reach \( L \), but rather that they get arbitrarily close. The concept of a limit is a foundation of calculus, providing a way to talk about the behavior of sequences and functions as they tend towards infinity or any particular value.
In practice, a sequence that converges does not necessarily mean the individual terms ever reach \( L \), but rather that they get arbitrarily close. The concept of a limit is a foundation of calculus, providing a way to talk about the behavior of sequences and functions as they tend towards infinity or any particular value.
Proof
When proving that a subsequence \( \langle a_{f(n)} \rangle \) shares the same limit as its parent sequence \( \langle a_n \rangle \), we apply the definition of a convergent sequence:
- Firstly, recognize that \( \langle a_n \rangle \) converges to a limit \( L \). This indicates that for every \( \epsilon > 0 \), there exists a point \( N \) such that for all \( n \geq N \), \( |a_n - L| < \epsilon \).
- Since the subsequence \( \langle a_{f(n)} \rangle \) is part of \( \langle a_n \rangle \), for each \( f(n) \) fulfilling \( n \geq N \), it ensures \( f(n) \geq N \) holds as well.
- This means \( |a_{f(n)} - L| < \epsilon \) for all elements in the subsequence where \( f(n) \geq N \).