Proof of p-series convergence criteria (article) | Khan Academy (2024)

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  • hjy6296

    5 years agoPosted 5 years ago. Direct link to hjy6296's post “I'm at 2:50 looking at th...”

    I'm at

    Proof of p-series convergence criteria (article) | Khan Academy (2) 2:50

    looking at the two graphs and I'm a little confused about the graph on the right side. If you add 1 to the integral, shouldn't the graph be something like a graph on the left side but the red bar on the right side graph added to it?

    (18 votes)

    • Alex

      5 years agoPosted 5 years ago. Direct link to Alex's post “The integral expression o...”

      The integral expression on the left includes the white area under the curve. The expression on the right includes the white area under the curve plus the red bar. If it's the orange series that's confusing you, it's simply because the indexes are shifted over by 1 in the graph on the right, making the red bar also belong to the orange series.

      (7 votes)

  • G Y

    7 years agoPosted 7 years ago. Direct link to G Y's post “At 1:45, what if you use ...”

    At

    Proof of p-series convergence criteria (article) | Khan Academy (6) 1:45

    , what if you use a rectangle width other than 1?

    (3 votes)

    • Adam Thai

      6 years agoPosted 6 years ago. Direct link to Adam Thai's post “The step of n is 1 so the...”

      Proof of p-series convergence criteria (article) | Khan Academy (9)

      The step of n is 1 so the step on x-axis must be 1 in correspondence.

      (14 votes)

  • {Rayeed}^3

    4 years agoPosted 4 years ago. Direct link to {Rayeed}^3's post “I understand it fully in ...”

    I understand it fully in mathematical terms but I don't have a nice intuition about it. If we look at the graphs of 1/x and 1/x^2, they both look almost the same. The fact that one of them has a finite area and the other has an infinite area seems counterintuitive. Do both of them 'touch' the x axis as the reach infinity? How does all this actually happen?

    (7 votes)

    • CJ Coudriet

      a year agoPosted a year ago. Direct link to CJ Coudriet's post “My intuition for this is ...”

      My intuition for this is somewhat mentioned in the comment below. Basically, the terms in the sequence decrease towards 0 at a slower and slower rate, allowing the sum to approach infinity. Have you ever looked at the graph of ln(x)? If you look on desmos (https://www.desmos.com/calculator/iing9fbgoc) and slowly scroll to the right, it feels like the values keep growing by smaller and smaller values, but nevertheless always growing. It makes sense that the graph of ln(x) must approach infinity since you can plug any number into e^x (the "answer" for ln(x)). Then, zoom out in the graph and go as far right as you'd like. The numbers are much larger, and they never seem to stop like convergent series do, even though it grows so slowly. Even if that didn't make any sense, think about this: the difference between any two consecutive values doesn't change very fast, so the sum is able to continually grow. Reasoning from Ian Pulizzotto (thanks!):

      "1+1/2+1/3+1/4+1/5+1/6+1/7+1/8+1/9+1/10+1/11+1/12+1/13+1/14+1/15+1/16+...

      = 1+1/2+(1/3+1/4)+(1/5+1/6+1/7+1/8)+(1/9+1/10+1/11+1/12+1/13+1/14+1/15+1/16)+...

      >= 1+1/2+(1/4+1/4)+(1/8+1/8+1/8+1/8)+(1/16+1/16+1/16+1/16+1/16+1/16+1/16+1/16)+...

      = 1+1/2+2/4+4/8+8/16+...

      = 1+1/2+1/2+1/2+1/2+..., which clearly diverges to infinity since the sequence 1,1.5,2,2.5,3,... clearly grows without bound."

      This doesn't work with 1/x^2, for instance:
      1/1+1/4+1/9+1/16+1/25+...
      > 1+(1/9+1/9)+(1/25+1/25)
      which doesn't diverge to anything. It simply gives another sequence. How I think about it is that 1/x^n, where n > 1, has the denominator of 1/k skipping more and more values (1, 1/4, 1/9,1/16, 1/25, 1/36, etc.) while 1/x passes through every value which sums up to infinity.

      I'm not sure though, bc not I'm more confused after writing this comment.

      EDIT: Read my comment below! It has more examples!

      (3 votes)

  • Chris Offner

    4 years agoPosted 4 years ago. Direct link to Chris Offner's post “At 2:10 don't quite under...”

    At

    Proof of p-series convergence criteria (article) | Khan Academy (14) 2:10

    don't quite understand how we see from this visualisation that 1 + Integral(...) is larger than the p-series formula in the middle. It seems like we're merely comparing it to the left Integral(...) without the +1 added to it. It makes sense to me that if we add 1 (i.e. the area of the red bar) to the area under the curve, that's bigger than the area under the curve alone, i.e. Integral(1/x^p) < 1 + Integral (1/x^p).

    But I'm not sure how we've shown that the p-series is between those two integral expressions.

    (5 votes)

    • Eric Bandera

      4 years agoPosted 4 years ago. Direct link to Eric Bandera's post “So, the key thing is that...”

      So, the key thing is that the P series, shown in Orange are essentially left and right Riemann sums. And since the function is descending, it can be concluded that a left Riemann sum will be greater than a right Riemann sum. The integral that we are working with is from 1 to ∞. That isn't changing. So, first, the left Riemann sum from 1 to ∞. You can probably see why that is greater than the integral - there are the left over corners on the top. But, the right Riemann sum...well...we can shift the P series over to the left by one. Keep in mind the P series is equivalent to itself! We're just shifting the placement of it. But the problem is that it's not really a fair comparison after the shift since the P-series is now starting at 0 and going to ∞ instead of starting at 1 like the integral. We do know that the first term of the P series will always be 1. So...if we took the P series minus 1 would be the right Riemann series from 1 to ∞ (smaller than ∫) and the standard P series would be the left Riemann series from 1 to ∞ (bigger than ∫) This statement is: (P-series -1)< the integral < (P-series). Now keep all those inequalities in mind, and add 1 to each to get (P-series) < the integral +1 < (P-series +1). Combine them so that the integral is in the middle, and you get: the integral < (P-Series < the integral +1. This is a little convoluted, the way I explained it, but I feel after reading this the concepts will become clearer

      (7 votes)

  • G. Tarun

    5 years agoPosted 5 years ago. Direct link to G. Tarun's post “What does "*divergent*" m...”

    What does "divergent" mean in the context of a p-series?
    Does it mean that as the series goes on—endlessly, toward infinity—the terms get larger and larger?
    If p=1, then the the p-series is divergent by definition, as a divergent p-series has a value of p greater than zero but lesser than or equal to 1 (as given in this article and the Harmonic series and p-series video in this lesson). But then, in a harmonic p-series whose p value is 1, don't the terms get smaller and smaller as the series goes on?

    (1 vote)

    • Ian Pulizzotto

      5 years agoPosted 5 years ago. Direct link to Ian Pulizzotto's post “Divergence of a series do...”

      Proof of p-series convergence criteria (article) | Khan Academy (20)

      Divergence of a series does not always mean that the terms get larger or stay the same size. Divergence of a series means that the limit of the partial sums of the terms does not exist (that is, the partial sums grow without bound, positively or negatively, or the partial sums oscillate without converging to a limit).

      In the case of the harmonic series with p=1, yes the terms do become smaller and converge to zero, but the terms converge so slowly to zero that the partial sums still grow without bound! We can see this by observing that

      1+1/2+1/3+1/4+1/5+1/6+1/7+1/8+1/9+1/10+1/11+1/12+1/13+1/14+1/15+1/16+...

      = 1+1/2+(1/3+1/4)+(1/5+1/6+1/7+1/8)+(1/9+1/10+1/11+1/12+1/13+1/14+1/15+1/16)+...

      >= 1+1/2+(1/4+1/4)+(1/8+1/8+1/8+1/8)+(1/16+1/16+1/16+1/16+1/16+1/16+1/16+1/16)+...

      = 1+1/2+2/4+4/8+8/16+...

      = 1+1/2+1/2+1/2+1/2+..., which clearly diverges to infinity since the sequence 1,1.5,2,2.5,3,... clearly grows without bound.

      So the harmonic series with p=1 diverges to infinity!

      It is important the distinguish the behavior of the sequence of terms from the behavior of the partial sums of the terms, since these behaviors are not always the same.

      (10 votes)

  • Soldier King

    5 years agoPosted 5 years ago. Direct link to Soldier King's post “at 4:48, how do you know ...”

    at

    Proof of p-series convergence criteria (article) | Khan Academy (22) 4:48

    , how do you know p is greater than 0?

    (1 vote)

    • Alex

      5 years agoPosted 5 years ago. Direct link to Alex's post “We define it to be. Any p...”

      We define it to be. Any p <= 0 would simply diverge (which can be shown through the nth term test).

      (5 votes)

  • Charizard-Max

    3 years agoPosted 3 years ago. Direct link to Charizard-Max's post “why is the sum of 1/n^p w...”

    why is the sum of 1/n^p with 0<p<1 diverging on

    Proof of p-series convergence criteria (article) | Khan Academy (26) 8:52

    using m->infinity(using lim) but on the graph literally shows that as n-> infinity 1/n^p->0 (0<p<1)(even if it's slow but infinity is a really big value, in the end it still converge to zero for 1/n^p)?

    why is that?

    (3 votes)

    • Wantedsolo

      10 months agoPosted 10 months ago. Direct link to Wantedsolo's post “This is quite a late answ...”

      This is quite a late answer but ig it's for future reference..

      I think you are a bit confused between divergence of series and divengence of nth term:
      the final term of 1/n^p for any non negative value of p will always approach 0 as lim n -> infinity. But that says nothing about the sum of the series.

      The y values of the graph itself only show the individual values of 1/n^p at different points. But the sum of the series (and what we're trying to calculate) is the area of the rieman sums of the graph and thus bounded on both sides by the 2 graphs. These sums are not necessarily finite and the conditions that change the sums 'finiteness' is what was proved in this video.

      Hope this resolved your doubt.

      (1 vote)

  • Michele Franzoni

    4 years agoPosted 4 years ago. Direct link to Michele Franzoni's post “I've read all the answers...”

    I've read all the answers and comments in this section but i can't really grasp the reason why the series is bounded the way it is.

    If the series is greater than the improper integral but lesser than the improper integral plus one it means that such integral overestimates the series by less than one (when looking to the let graph). And the reason why this should be true is very far from clear. Could someone help me out?

    (2 votes)

    • JI YONG Ahn

      3 years agoPosted 3 years ago. Direct link to JI YONG Ahn's post “1) Integration of P-serie...”

      1) Integration of P-series from 1 to infinity is the white shade.
      2) The summation of the P-series from 1 to infinity is the bars. In comparison to clause 1), it has larger surface area.
      3) Integration of P-series from 1 to infinity + 1 is the red and white area.
      4) now, see the left graph and right graph. They both have the bars. The bars are the summation of the P-series in both cases.
      5) the right side graph is the left side bars moved to the left by 1. This is done by doing +1.

      Therefore, "such integral overestimates" as you mentioned, because it is, by looking at it. It is the surface areas of the bars + the gap between the function's curve and the bars.

      As a side note:
      1) the area of overestimation on the left graph is, (the summation of P series) - (the integration of the P series). This is the overestimated area of the Summation of P-series compared to the area by integration.
      2) the area of underestimation on the right graph, for the Summation of P-series is, (1 + integration of P series) - (summation of P series).

      1) and 2) are different.

      (3 votes)

  • Hexuan Sun 9th grade

    2 years agoPosted 2 years ago. Direct link to Hexuan Sun 9th grade's post “What will happen if the p...”

    What will happen if the p exponent is less than 0?

    (2 votes)

    • Art

      a month agoPosted a month ago. Direct link to Art's post “It still diverges as p is...”

      It still diverges as p is still less than or equal to 1. The idea is that since it is to the negative first, the denominator will be 1/whatever, which means that the numbers get greater with each increase in n.

      (1 vote)

  • stspapon1

    4 years agoPosted 4 years ago. Direct link to stspapon1's post “so, technically the integ...”

    so, technically the integral is the p-series if dx was 1?

    (2 votes)

Proof of p-series convergence criteria (article) | Khan Academy (2024)

FAQs

How do you prove that the P-series converges? ›

When working with infinite series, you will want to know if they converge or diverge. With p-series, if p > 1, the series will converge, or in other words, the series will add up to a specific numerical value. If 0 < p ≤ 1, the series will diverge, which means that the series won't add up to a specific numerical value.

How to prove convergence of series? ›

Ratio test.

If r > 1, then the series diverges. If r = 1, the ratio test is inconclusive, and the series may converge or diverge. where "lim sup" denotes the limit superior (possibly ∞; if the limit exists it is the same value). If r < 1, then the series converges.

What is the formula for the P-series? ›

1 np =1+ 1 2p + 1 3p + ... + 1 np + ... is called the p-series. Its sum is finite for p > 1 and is infinite for p ≤ 1.

What is the convergence criteria of a power series? ›

There is an 0 ≤ R ≤ ∞ such that the series converges absolutely for 0 ≤ |x − c| < R and diverges for |x − c| > R. Furthermore, if 0 ≤ ρ<R, then the power series converges uniformly on the interval |x−c| ≤ ρ, and the sum of the series is continuous in |x − c| < R.

How to determine whether the series is convergent or divergent p-series? ›

If it's a p-series ∑ 1 np , you know if it converges or not. It converges when p > 1. If the terms don't approach 0, you know it diverges. If you can dominate a known divergent series with the series, it diverges.

Do all P-series converge absolutely? ›

To summarize, the convergence properties of the alternating p-series are as follows. If p > 1, then the series converges absolutely. If 0 < p ≤ 1, then the series converges conditionally. If p ≤ 0, then the series diverges.

What is P-series and its condition of convergence? ›

‍ -series have the general form ∑ n = 1 ∞ 1 n p ‍ where ‍ is any positive real number. They are convergent when ‍ and divergent when 0 < p ≤ 1 ‍ .

How to tell if a series converges or diverges? ›

Strategy to test series

If a series is a p-series, with terms 1np, we know it converges if p>1 and diverges otherwise. If a series is a geometric series, with terms arn, we know it converges if |r|<1 and diverges otherwise.

What is the convergence of the P-series theorem to determine the convergence or divergence of the P-series? ›

Using Theorem 9.11, we can determine the convergence or divergence of the series based on the value of p. Simplifying, we get: ∑(1/n), which is a p-series with p = 1. According to Theorem 9.11, a p-series converges if p > 1 and diverges if p ≤ 1. In this case, p = 1, which is not greater than 1.

What is the equation for convergence criteria? ›

Convergence of the Basic Iterative Methods

(20.25) x ( k ) = B x ( k − 1 ) + c . If ‖ B ‖ > 1 for any subordinate norm, then any iteration 20.25 converges . The matrices BJ, BGS, and BSOR for the Jacobi, Gauss-Seidel, and SOR methods, respectively, are determined in Sections 20.4.

How do you prove a power series converges? ›

If L=limn→∞|cn|1/n exists, then:
  1. If L<1 then the series converges absolutely.
  2. If L>1 then the series diverges.
  3. If L=1 then the test gives no information.
May 2, 2023

What are the 4 components of convergence? ›

It is presumed to be an innervational difference that results in the limited capacity to converge with near demands. The Maddox components of vergence include tonic, proximal, fusional, and accommodative vergences. Tonic vergence describes the angle of vergence in the absence of a stimulus.

How do you prove a sequence converges? ›

It all comes down to two steps:
  1. Find a formula for the nth term, or an, of the sequence.
  2. Find the limit of that formula as n approaches infinity. If the limit exists, the sequence is convergent. If not, the sequence is not convergent.

How do we know if a series converges? ›

If a series is a p-series, with terms 1np, we know it converges if p>1 and diverges otherwise. If a series is a geometric series, with terms arn, we know it converges if |r|<1 and diverges otherwise. In addition, if it converges and the series starts with n=0 we know its value is a1−r.

How do you prove a function is convergence? ›

A sequence of functions fn:X→Y converges uniformly if for every ϵ>0 there is an Nϵ∈N such that for all n≥Nϵ and all x∈X one has d(fn(x),f(x))<ϵ.

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