Chapter 16: Problem 9
Determine if the sequence is convergent or divergent. If the sequence converges, find its limit.\(\left\\{\frac{\ln n}{n^{2}}\right\\}\)
Short Answer
Expert verified
The sequence converges, and its limit is 0.
Step by step solution
01
- Understand the Sequence
The given sequence is \(\frac{\text{ln}(n)}{n^2}\). Determine if it is convergent or divergent and find its limit if it converges.
02
- Apply Limit Evaluation
To find if the sequence converges, evaluate \(\text{lim}_{n \to \infty} \frac{\text{ln}(n)}{n^2}\). Use L'Hôpital's rule because the limit is in the form \(\frac{\text{ln}(n)}{n^2}\) which evaluates to \(\infty / \infty\).
03
- Differentiate Numerator and Denominator
Using L'Hôpital’s rule, differentiate the numerator \(\text{ln}(n)\) to get \(\frac{1}{n}\) and the denominator \(n^2\) to get \(2n\). So, we need to evaluate: \(\text {lim}_{n \to \infty} \frac{1/n}{2n} = \text {lim}_{n \to \infty} \frac{1}{2n^2}\).
04
- Simplify the Result
The fraction simplifies to \(\frac{1}{2n^2}\). As \(n \to \infty, \frac{1}{2n^2}\) approaches 0. Therefore, \(\text{lim}_{n \to \infty} \frac{\text{ln}(n)}{n^2} = 0\).
05
- Conclusion
Since the limit of the sequence \(\frac{\text{ln}(n)}{n^2}\) as \(n \to \infty\) is 0, the sequence converges. Therefore, the sequence is convergent and its limit is 0.
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Understanding and Applying L'Hôpital's Rule
To determine if a sequence converges, we often have to evaluate limits. Sometimes, we encounter indeterminate forms like \(\frac{\text{ln}(n)}{n^2} \) which can be tricky.
This is where L'Hôpital's Rule is incredibly useful. L'Hôpital's Rule allows us to handle limits of forms \(\frac{0}{0} \) or \(\frac{\text{∞}}{\text{∞}} \). In simple terms, if a limit is hard to evaluate directly, you can differentiate the numerator and the denominator separately and then take the limit again.
For example, let's look at our sequence's limit: \(\text{lim}_{n \to \theta} \frac{\text{ln}(n)}{n^2} \). Here, both the numerator ln(n) and the denominator n² approach ∞, giving an \(\frac{\text{∞}}{\text{∞}} \) form. Therefore, we can use L'Hôpital's Rule. Differentiating ln(n) gives \(\frac{1}{n} \), and differentiating n² gives 2n, leading us to the new limit: \(\text {lim}_{n \to ∞} \frac{1/n}{2n} = \text {lim}_{n \to ∞} \frac{1}{2n^2} \).
This is where L'Hôpital's Rule is incredibly useful. L'Hôpital's Rule allows us to handle limits of forms \(\frac{0}{0} \) or \(\frac{\text{∞}}{\text{∞}} \). In simple terms, if a limit is hard to evaluate directly, you can differentiate the numerator and the denominator separately and then take the limit again.
For example, let's look at our sequence's limit: \(\text{lim}_{n \to \theta} \frac{\text{ln}(n)}{n^2} \). Here, both the numerator ln(n) and the denominator n² approach ∞, giving an \(\frac{\text{∞}}{\text{∞}} \) form. Therefore, we can use L'Hôpital's Rule. Differentiating ln(n) gives \(\frac{1}{n} \), and differentiating n² gives 2n, leading us to the new limit: \(\text {lim}_{n \to ∞} \frac{1/n}{2n} = \text {lim}_{n \to ∞} \frac{1}{2n^2} \).
Limit Evaluation: Step-by-Step Approach
Evaluating limits is a key part of understanding sequence convergence. Here's a step-by-step approach to evaluate limits, particularly for our sequence \(\frac{\text{ln}(n)}{n^2} \):
1. **Identify the form**: The given sequence was in an \(\frac{\text{∞}}{\text{∞}} \) form, recognizable because both the logarithmic and quadratic functions grow very large as n increases.
2. **Apply appropriate rule**: Since we have an indeterminate form, we used L'Hôpital's Rule. We took derivatives of the numerator and the denominator separately.
3. **Reevaluate the limit**: After applying L'Hôpital's Rule, we simplified the new expression to \(\frac{1}{2n^2} \) and then reevaluated the limit as n approaches ∞.
4. **Determine convergence**: Once simplified, it was clear that as the denominator grows (n^2 gets very large), the entire fraction approaches 0.
1. **Identify the form**: The given sequence was in an \(\frac{\text{∞}}{\text{∞}} \) form, recognizable because both the logarithmic and quadratic functions grow very large as n increases.
2. **Apply appropriate rule**: Since we have an indeterminate form, we used L'Hôpital's Rule. We took derivatives of the numerator and the denominator separately.
3. **Reevaluate the limit**: After applying L'Hôpital's Rule, we simplified the new expression to \(\frac{1}{2n^2} \) and then reevaluated the limit as n approaches ∞.
4. **Determine convergence**: Once simplified, it was clear that as the denominator grows (n^2 gets very large), the entire fraction approaches 0.
Understanding Convergent Sequences
A sequence is said to be convergent if it approaches a specific value as n becomes very large. In our case,
we've concluded that \(\frac{\text{ln}(n)}{n^2} \) converges to 0. But why?
1. **Behavior of Functions**: Logarithmic functions, like ln(n), grow slower compared to polynomial functions like n². As a result, the denominator grows much faster than the numerator.
2. **Limit Explanation**: As n increases, \(\frac{1}{2n^2} \) becomes smaller and smaller. Hence, it approaches 0. This is fundamentally why the sequence converges to 0.
3. **Real-Life Implications**: Understanding convergent sequences helps in fields like physics, engineering, and even finance, where knowing the long-term behavior of sequences is crucial.
we've concluded that \(\frac{\text{ln}(n)}{n^2} \) converges to 0. But why?
1. **Behavior of Functions**: Logarithmic functions, like ln(n), grow slower compared to polynomial functions like n². As a result, the denominator grows much faster than the numerator.
2. **Limit Explanation**: As n increases, \(\frac{1}{2n^2} \) becomes smaller and smaller. Hence, it approaches 0. This is fundamentally why the sequence converges to 0.
3. **Real-Life Implications**: Understanding convergent sequences helps in fields like physics, engineering, and even finance, where knowing the long-term behavior of sequences is crucial.