How do the terms pair up when two series are multiplied?
Each product term gathers pairs along a diagonal of the lattice, as in the formula below. If one side converges absolutely, the product lands on the product of the sums. If both converge only conditionally, the diagonal sums can collapse.
For example, picture π¦ boxes in a grid, picked up one diagonal at a time. If the boxes shrink fast enough, the basket's total settles down.
cnβ=k=0βnβakβbnβkβ
ββ£anββ£<β,Β βbnβ=BΒ βΒ βcnβ=AB
Examples & Exercises
Prove Mertens' theorem: if βanβ converges absolutely to A and βbnβ converges to B, then the Cauchy product cnβ=βk=0nβakβbnβkβ satisfies βcnβ=AB.
n=12, akβ=bkβ=1/k!: C12ββ7.3890546 and A12βB12ββ7.3890561 β the two sequences climb to e2 together, with c12β=212/12!β8.55Γ10β6.Show proof
Write ANβ,BNβ,CNβ for the partial sums.
In CNβ=βn=0Nββk=0nβakβbnβkβ, substituting m=nβk turns each term into akβbmβ with k+mβ€N, so reordering the finite sum gives CNβ=βk=0Nβakβ(βm=0Nβkβbmβ)=βk=0NβakβBNβkβ.
This rearrangement is legal because the sum is finite.
With the remainder RMβ=BβBMββ0, BNβkβ=BβRNβkβ, so CNβ=ANβBββk=0NβakβRNβkβ, hence CNββAB=(ANββA)Bββk=0NβakβRNβkβ. The first term tends to 0 because ANββA.
Only for N>M (all sufficiently large N) split the sum at k=NβM: on the head, β£RNβkββ£<Ξ΅, so ββk=0NβMβ1βakβRNβkβββ€Ξ΅Ξ±.
The tail has only M+1 terms (for N>M).
The correct bound is ββk=NβMNβakβRNβkβββ€(max0β€mβ€Mββ£Rmββ£)β βk=NβMNββ£akββ£ β a sum of products needs the sum of β£akββ£, not a single maxβ£akββ£.
For fixed M, βk=NβMNββ£akββ£β€βk>NβMββ£akββ£β0 as Nββ (the tail of the absolutely convergent ββ£akββ£), so the tail tends to 0.
Hence limsupNβββββk=0NβakβRNβkβββ€Ξ΅Ξ±, and Ξ΅ was arbitrary, so the sum tends to 0.
Both terms tend to 0, so CNββABβ0, i.e. βcnβ=AB. The crux was the Ρα step: the absolutely convergent ββ£akββ£ crushes the tail βakβRNβkβ so that RNβkβ is uniformly small β the conditionally convergent b side alone cannot do this (see the counterexample in problem 3).
Show that the Cauchy product of the exponential series βk=0ββ1/k!=e with itself is e2: prove cnβ=βk=0nβk!(nβk)!1β=n!2nβ by the binomial theorem, and justify βcnβ=e2 via Mertens' theorem.
n=10: c10β=210/10!β2.82Γ10β4, C10ββ7.3889947, A10βB10ββ7.3890560 β the Cauchy-product partial sums and the product of partial sums approach e2 together.Show proof
With akβ=bkβ=1/k!, the Cauchy-product term is cnβ=βk=0nβk!1ββ (nβk)!1β. Multiplying and dividing by n! gives k!(nβk)!1β=n!1β(knβ), so cnβ=n!1ββk=0nβ(knβ).
By the binomial theorem (1+1)n=βk=0nβ(knβ), the inner sum is 2n, so cnβ=n!2nβ. The Cauchy-product series is therefore βn=0ββcnβ=βn=0ββn!2nβ, which is the exponential series at x=2, summing to e2.
This computation is legitimate because the exponential series converges absolutely: the ratio test gives 1/k!1/(k+1)!β=k+11ββ0, so Mertens' theorem (problem 1) applies and yields βcnβ=eβ e=e2 β the series version of the exponent law e1β e1=e2.
Put akβ=bkβ=k+1β(β1)kβ.
Both series βakβ, βbkβ converge, but show β£cnββ£β₯n+22(n+1)ββ₯1 to prove the Cauchy product βcnβ diverges.
n=20: β£c20ββ£β2.516872β₯1.909091β₯1, so cnβξ β0. C20ββ1.627909 drifts and A20βB20ββ0.507955 does not settle either.Show proof
First, both factor series converge: akβ=k+1β(β1)kβ alternates in sign and k+1β1β decreases monotonically to 0, so Leibniz's test applies. But ββ£akββ£=βk+1β1β is a p-series with p=21β, hence diverges β the convergence is conditional.
The Cauchy-product term is cnβ=βk=0nβk+1β(β1)kββ nβk+1β(β1)nβkβ=(β1)nβk=0nβ(k+1)(nβk+1)β1β, so β£cnββ£=βk=0nβ(k+1)(nβk+1)β1β.
By AM-GM, (k+1)(nβk+1)β€(2(k+1)+(nβk+1)β)2=(2n+2β)2.
Hence each summand (k+1)(nβk+1)β1ββ₯n+22β, and with n+1 summands, β£cnββ£β₯(n+1)β n+22β=n+22(n+1)β.
Since n+22(n+1)ββ₯1 for nβ₯0, β£cnββ£β₯1 (in fact β£cnββ£βΟ: the sum is a Riemann sum for β«01βx(1βx)βdxβ=Ο; numerically β£c100ββ£β2.85, β£c400ββ£β3.00, approaching Ο).
Since β£cnββ£β₯1, cnβξ β0, and the n-th term test gives that βcnβ diverges. Two convergent series can have a divergent Cauchy product β absolute convergence of one factor in Mertens' theorem (problem 1) is not a removable hypothesis but an essential one.