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Which convergence test do I use?

Series shape determines the test — a decision tree, not a menu to try at random.

Check the Divergence Test FIRST always — it's free and instantly rules out convergence if the terms don't shrink to zero. Then match shape: a \frac{1}{n^p} shape is a p-series (read p directly). A series that LOOKS like a simpler series, term by term, wants direct or limit comparison. Factorials or nth powers throughout want the Ratio or Root Test respectively. Alternating signs want the Alternating Series Test. A term that's exactly f(n) for a positive, decreasing, continuous f wants the Integral Test, when nothing simpler applies.

Always check first

If \displaystyle\lim_{n \to \infty} a_n \neq 0 (including the case where the limit doesn't exist at all), then \displaystyle\sum_{n=1}^{\infty} a_n diverges.

Equivalently: if a series converges, its terms must shrink to 0. The converse is FALSE: terms shrinking to 0 does not guarantee convergence.

Rules out convergence instantly if terms don't approach 0 — but proves nothing if they do.

Show proof

If \sum a_n converged to a sum S, its partial sums S_n would converge to S, and so would S_{n-1} (the same sequence, shifted one index — a shift by one term can't change what a sequence converges to). But a_n = S_n - S_{n-1} for n \geq 2, so by the sequence limit laws, a_n \to S - S = 0. Contrapositive: a_n \not\to 0 forces \sum a_n to diverge.

Comparison-based

For a real number p,

\sum_{n=1}^{\infty} \frac{1}{n^p}

converges if p>1 and diverges if p\le 1.

Show proof

For p\le 0 the terms 1/n^p don't even shrink to zero (they're constant or growing), so the series diverges by the divergence test alone. For p>0, f(x)=1/x^p is continuous, positive, and decreasing on [1,\infty), so the Integral Test applies: \int_1^{\infty} x^{-p}\,dx converges exactly when p>1 (a direct antiderivative computation — for p=1 the antiderivative is \ln x, unbounded as x\to\infty; for p\ne 1 it's \frac{x^{1-p}}{1-p}, which has a finite limit at infinity only when the exponent 1-p is negative, i.e. p>1). The series and the integral share that same threshold.

Suppose 0 \le a_n \le b_n for all n beyond some fixed index.

  • If \displaystyle\sum b_n converges, then \displaystyle\sum a_n converges too.
  • If \displaystyle\sum a_n diverges, then \displaystyle\sum b_n diverges too.
Show proof

Since every term is nonnegative, both series' partial sums are nondecreasing sequences, so each either converges or grows without bound — there's no third option. If \sum b_n converges to L, every partial sum of \sum a_n satisfies \sum_{n=1}^{N} a_n \le \sum_{n=1}^{N} b_n \le L, so \sum a_n's partial sums are nondecreasing and bounded above, forcing convergence. The second bullet is the contrapositive of the first.

Suppose a_n>0 and b_n>0 for all n beyond some fixed index, and

\lim_{n\to\infty} \frac{a_n}{b_n} = L

for some finite L>0. Then \displaystyle\sum a_n and \displaystyle\sum b_n either both converge or both diverge.

Show proof

Since the ratio a_n/b_n\to L>0, eventually \frac{L}{2} < \frac{a_n}{b_n} < \frac{3L}{2}, which rearranges to \frac{L}{2}\,b_n < a_n < \frac{3L}{2}\,b_n for all large enough n. If \sum b_n converges, the right inequality and the Direct Comparison Test give \sum a_n converges too (comparing against \frac{3L}{2}b_n, itself a convergent series since it's a constant multiple of one). If \sum b_n diverges, the left inequality and Direct Comparison give \sum a_n diverges too (comparing \frac{L}{2}b_n \le a_n, and a constant multiple of a divergent nonnegative series still diverges). Swapping the roles of a_n and b_n (using 1/L as the limiting ratio the other way) gives the same conclusion starting from either series, so the two series stand or fall together.

Ratio, root, integral, and alternating

Suppose a_n \ne 0 for all large n, and

\lim_{n\to\infty} \left|\frac{a_{n+1}}{a_n}\right| = L

(where L may be \infty). Then:

  • If L<1, \displaystyle\sum a_n converges absolutely.
  • If L>1 (including L=\infty), \displaystyle\sum a_n diverges.
  • If L=1, the test gives no information.

Example

\sum\dfrac{2^n}{n!}: factorial in the denominator is the classic Ratio Test signal.
Show proof

Suppose L<1. Pick r with L<r<1. Since the ratio's limit is L, eventually (say for n\ge N) |a_{n+1}/a_n| < r, so |a_{n+1}| < r|a_n|. Applying this repeatedly from n=N gives |a_{N+k}| < r^k|a_N| for every k\ge 0 — the tail is dominated term by term by a convergent geometric series (ratio r<1) scaled by |a_N|. The Direct Comparison Test then gives \sum|a_n| converges, i.e. absolute convergence. If L>1, the same argument with r between 1 and L shows |a_{n+1}|>|a_n| eventually, so the terms are eventually increasing in magnitude and cannot shrink to 0 — the Divergence Test then rules out convergence. L=1 is inconclusive because both a convergent p-series (p=2) and the divergent harmonic series (p=1) produce a ratio limit of exactly 1, so the test alone cannot distinguish them.

Suppose

\lim_{n\to\infty} \sqrt[n]{|a_n|} = L

(where L may be \infty). Then:

  • If L<1, \displaystyle\sum a_n converges absolutely.
  • If L>1 (including L=\infty), \displaystyle\sum a_n diverges.
  • If L=1, the test gives no information.

Reach for this when a_n itself is raised to the nth power.

Show proof

Suppose L<1. Pick r with L<r<1. Eventually \sqrt[n]{|a_n|}<r, so |a_n|<r^n for all large n — the tail is dominated term by term by a convergent geometric series with ratio r<1. The Direct Comparison Test then gives \sum|a_n| converges. If L>1, eventually \sqrt[n]{|a_n|}>1, so |a_n|>1 infinitely often (in fact eventually always), meaning the terms cannot shrink to 0 — the Divergence Test then rules out convergence. L=1 is inconclusive for the same reason as the Ratio Test: both a convergent p-series and the divergent harmonic series give a root limit of exactly 1.

Suppose f is continuous, positive, and decreasing on [N,\infty) for some integer N, and a_n = f(n) for every integer n \ge N. Then

\sum_{n=N}^{\infty} a_n \quad\text{and}\quad \int_N^{\infty} f(x)\,dx

either both converge or both diverge.

Show proof

Because f is decreasing, on each unit interval [k,k+1] the function never exceeds its left value: f(x) \le f(k) = a_k for x in [k,k+1], so \int_k^{k+1} f(x)\,dx \le a_k. Summing from k=N to k=M-1 gives \int_N^{M} f(x)\,dx \le \sum_{n=N}^{M-1} a_n. The same decreasing property also gives f(x) \ge f(k+1) = a_{k+1} on [k,k+1], so a_{k+1} \le \int_k^{k+1} f(x)\,dx, and summing that from k=N to M-1 gives \sum_{n=N+1}^{M} a_n \le \int_N^{M} f(x)\,dx. Together, the partial sums and the running integral are trapped against each other closely enough that one grows without bound exactly when the other does — since f\ge 0 makes both \int_N^t f(x)\,dx and the partial sums nondecreasing in the first place, "trapped and nondecreasing" forces them to converge or diverge together as M\to\infty.

Under the same hypotheses as the Integral Test (f continuous, positive, decreasing on [N,\infty), a_n=f(n)), let S=\sum_{n=N}^{\infty} a_n and let S_n be the nth partial sum. Then the remainder R_n = S - S_n satisfies

\int_{n+1}^{\infty} f(x)\,dx \;\le\; R_n \;\le\; \int_{n}^{\infty} f(x)\,dx.
Show proof

R_n = \sum_{k=n+1}^{\infty} a_k is itself a tail series with the same integral-test bounding argument applied starting at N=n+1: the same inequalities used to prove the Integral Test give \int_{n+1}^{\infty} f(x)\,dx \le \sum_{k=n+1}^{\infty} a_k (the lower integral bound on each unit strip) and \sum_{k=n+1}^{\infty} a_k \le \int_{n}^{\infty} f(x)\,dx (the upper bound, re-indexed one step earlier since a_{n+1}\le\int_n^{n+1}f). Both tail integrals converge whenever the original one does, since a convergent improper integral's tail beyond any finite point is itself a convergent improper integral.

Suppose b_n>0 for every n, b_n is eventually decreasing, and \lim_{n\to\infty} b_n = 0. Then both alternating series

\sum_{n=1}^{\infty}(-1)^n b_n \quad\text{and}\quad \sum_{n=1}^{\infty}(-1)^{n+1} b_n

converge.

Show proof

Consider the even partial sums S_{2n} of \sum(-1)^{n+1}b_n. Grouping consecutive pairs, S_{2n} = (b_1-b_2)+(b_3-b_4)+\cdots+(b_{2n-1}-b_{2n}) — every grouped pair is nonnegative since b_n is decreasing, so S_{2n} is nondecreasing in n. Regrouping the same sum as S_{2n}=b_1-(b_2-b_3)-(b_4-b_5)-\cdots-b_{2n} shows S_{2n}\le b_1 for every n, since each parenthesized pair is again nonnegative and is being subtracted. A nondecreasing sequence bounded above converges, so S_{2n}\to S for some S. The odd partial sums satisfy S_{2n+1}=S_{2n}+b_{2n+1}, and b_{2n+1}\to 0, so S_{2n+1}\to S as well — both subsequences converge to the same limit, which forces the whole sequence of partial sums to converge to S. The other sign pattern is the same series multiplied by -1, which converges whenever the original one does.

Suppose an alternating series \sum (-1)^{n+1} b_n satisfies the hypotheses of the Alternating Series Test (b_n>0, eventually decreasing, b_n\to 0), with sum S. Then for every n, the partial sum S_n satisfies

|S - S_n| \le b_{n+1},

the size of the first OMITTED term.

Show proof

From the proof of the Alternating Series Test, S lies between any two consecutive partial sums: S_n and S_{n+1}=S_n+(-1)^{n+2}b_{n+1} straddle S, since the even partial sums increase to S from below while the odd ones decrease to S from above (or vice versa, depending on parity). Being trapped between S_n and S_{n+1} means |S-S_n| is at most the gap between those two consecutive partial sums, which is exactly |S_{n+1}-S_n| = b_{n+1}.

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