Limit comparison test intuition

In summary, if we have two sequences and the ratio of their limit is greater than zero, it means that both sequences either converge or diverge. This is because the terms in both sequences are comparable in their behavior, with one sequence being a constant multiple of the other. The limit comparison test can be used to determine the behavior of the series by comparing the general terms of each series. However, this test does not apply when the limit of the ratio is either 0 or ∞.
  • #1
chipotleaway
174
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If we have two sequences and the ratio of their limit is greater than zero, why does this mean that they either both converge or diverge? I don't understand why the test works.

Also, what about lim[(1/x)/(1/x^2)] = lim x = ∞?

The series of 1/x^2 converges but series of 1/x diverges...
 
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  • #2
chipotleaway said:
The series of 1/x^2 converges but series of 1/x diverges...
No, both series converge on 0. Perhaps you are thinking of the sums of those series?
 
  • #3
chipotleaway said:
If we have two sequences and the ratio of their limit is greater than zero, why does this mean that they either both converge or diverge?
If the limit is also less than infinity, then both series either converge or diverge.

The idea is that for the general term in each series, the ratio is a constant, so both series are comparable in their behavior.
chipotleaway said:
I don't understand why the test works.

Also, what about lim[(1/x)/(1/x^2)] = lim x = ∞?

The series of 1/x^2 converges but series of 1/x diverges...
Note that the limit is NOT smaller than ∞, so this test does not apply.
 
  • #4
MrAnchovy said:
No, both series converge on 0.
Not true. Both sequences converge to zero, but the two series behave entirely differently.
MrAnchovy said:
Perhaps you are thinking of the sums of those series?
A series IS a sum.
 
  • #5
Removed cross post.
 
  • #6
Mark44 said:
Not true. Both sequences converge to zero, but the two series behave entirely differently.

A series IS a sum.

Oops, the OPs confusion is contagious! I'll get my coat...
 
  • #7
Mark44 said:
If the limit is also less than infinity, then both series either converge or diverge.

The idea is that for the general term in each series, the ratio is a constant, so both series are comparable in their behavior.
So for example if [itex]\lim_{x \to \infty} \frac{a_n}{b_n} = 10[/itex], then that's saying that 'at infinity', the terms of [itex]a_n[/itex] are 'roughly' 10 times larger than the terms of [itex]b_n[/itex] (getting closer to exactly 10 as n→∞)?

And then if [itex]\sum a_n[/itex] converges, then the [itex]\sum b_n[/itex] must converge because the terms of [itex]a_n[/itex] are larger at the 'tail end' where it matters.

Is that what you mean?

Mark44 said:
Note that the limit is NOT smaller than ∞, so this test does not apply.

Ah, so you can only use this test if the limit of the ratio of the two sequences is finite? Or does that rule only apply when one sequence is known to be convergent?

e.g. pretend we're unsure if [itex]\frac{1}{x^3}[/itex] converges or diverges but we do know that [itex]\frac{1}{x^2}[/itex]. Then we can't use the ratio test on the two because one is known to be convergent - right?
 
  • #8
chipotleaway said:
Mark44 said:
If the limit is also less than infinity, then both series either converge or diverge.

The idea is that for the general term in each series, the ratio is a constant, so both series are comparable in their behavior.

So for example if [itex]\lim_{x \to \infty} \frac{a_n}{b_n} = 10[/itex], then that's saying that 'at infinity', the terms of [itex]a_n[/itex] are 'roughly' 10 times larger than the terms of [itex]b_n[/itex] (getting closer to exactly 10 as n→∞)?
Yes.
chipotleaway said:
And then if [itex]\sum a_n[/itex] converges, then the [itex]\sum b_n[/itex] must converge because the terms of [itex]a_n[/itex] are larger at the 'tail end' where it matters.

Is that what you mean?
Not really. What you're describing sounds more like the direct comparison test than the limit comparison test. If you have a series whose terms are larger (in the tail) than those of a series that is known to diverge, then the series you're investigating also diverges. OTOH, if you have a series whose terms are smaller than those of a series that is known to converge, then your series also converges.

There are two cases where direct comparison doesn't tell you anything:
1) When the terms in the series you're testing are larger than those of a series that is known to converge.
2) When the terms in the series you're testing are smaller than those of a series that is known to diverge.
chipotleaway said:
Ah, so you can only use this test if the limit of the ratio of the two sequences is finite?
No.
chipotleaway said:
Or does that rule only apply when one sequence is known to be convergent?
No, the series involved can be convergent or divergent. If the limit of the ratio of the general terms is a constant, then both series have the same behavior. I.e., either both converge or both diverge.
chipotleaway said:
e.g. pretend we're unsure if [itex]\frac{1}{x^3}[/itex] converges or diverges but we do know that [itex]\frac{1}{x^2}[/itex]. Then we can't use the ratio test on the two because one is known to be convergent - right?
This thread isn't about the ratio test; it's about the limit comparison test. The ratio test involves the ratio of two successive terms of a given series. The limit comparison test involves terms from two different series.

In any case, the limit comparison test doesn't apply here, not because one series is known to be convergent, but because the limit of the ratio is either 0 or ∞, depending respectively on whether your limit is (1/x3) / (1/x2) or (1/x2) / (1/x3).
 
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  • #9
The idea is that

lim an/bn=c
Then " an=c*bn " for large n so they both have the same behavior
 
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Related to Limit comparison test intuition

1. What is the limit comparison test and how does it work?

The limit comparison test is a mathematical tool used to determine the convergence or divergence of a series. It compares the given series to a known series whose convergence or divergence is already known. If the known series has the same behavior as the given series, then the given series will converge or diverge in the same manner. This is based on the idea that if two series have the same behavior, then their ratios will approach the same limit.

2. When should the limit comparison test be used?

The limit comparison test should be used when the terms of a series are complex and difficult to work with, making it hard to determine convergence or divergence using other tests. It is also useful when dealing with infinite series or series with alternating signs.

3. How do I choose the comparison series for the limit comparison test?

The comparison series should be chosen based on its known behavior – whether it is known to converge or diverge. It should also have some similarities to the given series in terms of its terms and overall structure.

4. What is the difference between the limit comparison test and the ratio test?

The ratio test and the limit comparison test are both used to determine the convergence or divergence of a series. However, the ratio test compares the given series to a known geometric series, while the limit comparison test compares it to a more general series with known convergence or divergence.

5. Can the limit comparison test be used to prove convergence or divergence?

No, the limit comparison test does not prove convergence or divergence. It only gives a comparison between two series and determines if they have the same behavior. To prove convergence or divergence, a formal proof using another test or method is needed.

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