TheoremBase

The partial sums of the Cauchy product are sums over the triangle i+j at most N+1, which lies between the squares of sides N and 2N; comparing with the products of partial sums gives absolute convergence, and the difference from the product of partial sums is bounded by a null sequence.

Proof

Throughout, NN ranges over N\mathbb{N}, and DnD_{n} and cnc_{n} are as in the statement. Elements of a segment [n][n] are natural numbers by Elements of a Segment Are Natural Numbers, and Mixed Transitivity of the Order on the Natural Numbers (i), so aia_{i} and bjb_{j} are defined for (i,j)∈[n]Γ—[n](i,j)\in[n]\times[n]. Natural numbers with zero are read in R\mathbb{R} by The Real Line: Standing Notation and Background for Calculus on Intervals (vii), and their equality, sums, differences and order agree with those formed in R\mathbb{R} by The Real Numbers, with the Natural Numbers, Integers and Rationals Identified with Subsets of the Reals, and Completeness (vi); the identities and inequalities between natural numbers below are checked in R\mathbb{R} in this way. Every m∈Nm\in\mathbb{N} satisfies 1≀m1\le m by Arithmetic and Order of the Natural Numbers (x), and every m∈N0m\in\mathbb{N}_{0} with 1≀m1\le m lies in N\mathbb{N} by Elements of a Segment Are Natural Numbers, and Mixed Transitivity of the Order on the Natural Numbers (i). All index sets below are subsets of finite products of segments (for the sets UU and Tβ€²T' of Step 2, UβŠ†QNU\subseteq Q_{N} by (1a) and Tβ€²βŠ†[N]Γ—UT'\subseteq[N]\times U), hence finite: segments are finite by Finite Sets: the Pigeonhole Principle, Uniqueness of the Length, Subsets, Unions, Products, Images, Bounded Sets of Natural Numbers, Extreme Elements, Sets of Maps, Finite Unions and Finite Choice (vii), products of finite sets are finite by Adding an Element to, Subsets of, and Unions and Cartesian Products of Finite Sets Are Finite (iii), and subsets of finite sets are finite by Adding an Element to, Subsets of, and Unions and Cartesian Products of Finite Sets Are Finite (ii).

Step 1: index sets. For N∈NN\in\mathbb{N} let QN=[N]Γ—[N]Q_{N}=[N]\times[N] and TN={(i,j)∈QN:i+j≀N+1}T_{N}=\{(i,j)\in Q_{N}:i+j\le N+1\}; so TNβŠ†QNT_{N}\subseteq Q_{N}.

(1a) If n∈[N]n\in[N], then DnβŠ†TND_{n}\subseteq T_{N}. Indeed, let (i,j)∈Dn(i,j)\in D_{n}; then i≀n≀Ni\le n\le N and j≀n≀Nj\le n\le N, so (i,j)∈QN(i,j)\in Q_{N}, and i+j=n+1≀N+1i+j=n+1\le N+1.

(1b) For every (i,j)∈TN(i,j)\in T_{N} there is exactly one n∈[N]n\in[N] with (i,j)∈Dn(i,j)\in D_{n}. Existence: as 1≀i1\le i and 1≀j1\le j, we have 1≀i+j1\le i+j, so n=(i+j)βˆ’1∈N0n=(i+j)-1\in\mathbb{N}_{0}, the difference, is defined and n+1=i+jn+1=i+j. In R\mathbb{R}, n=i+(jβˆ’1)β‰₯iβ‰₯1n=i+(j-1)\ge i\ge1, so n∈Nn\in\mathbb{N} and i≀ni\le n; likewise j≀nj\le n; and n=(i+j)βˆ’1≀Nn=(i+j)-1\le N since i+j≀N+1i+j\le N+1. Hence n∈[N]n\in[N], i,j∈[n]i,j\in[n] and i+j=n+1i+j=n+1, that is, (i,j)∈Dn(i,j)\in D_{n}. Uniqueness: if also (i,j)∈Dm(i,j)\in D_{m} with m∈[N]m\in[N], then m+1=i+j=n+1m+1=i+j=n+1, so m=nm=n.

(1c) QNβŠ†TN+NQ_{N}\subseteq T_{N+N}. Indeed, for i,j∈[N]i,j\in[N] we have i≀N≀N+Ni\le N\le N+N and j≀N+Nj\le N+N, so (i,j)∈QN+N(i,j)\in Q_{N+N}, and i+j≀N+N≀(N+N)+1i+j\le N+N\le(N+N)+1.

Step 2: sums over TNT_{N}. Let g:N×N→Rg:\mathbb{N}\times\mathbb{N}\to\mathbb{R} be a map. We show

βˆ‘n=1Nβˆ‘p∈Dng(p)=βˆ‘p∈TNg(p).(βˆ—)\sum_{n=1}^{N}\sum_{p\in D_{n}}g(p)=\sum_{p\in T_{N}}g(p).\tag{$\ast$}

The left side is the sum over n∈[N]n\in[N], by Sums and Products over a Finite Set and over an Interval (iv). Let U=⋃n∈[N]DnU=\bigcup_{n\in[N]}D_{n} and Tβ€²={(n,p)∈[N]Γ—U:p∈Dn}T'=\{(n,p)\in[N]\times U:p\in D_{n}\}. By Sums over Finite Sets in a Commutative Ring and in an Ordered Field: Distributivity, Products of Sums, Vanishing Terms, Sums over Pairs, Expanding Products of Sums, Counting, Comparison, Monotonicity and the Triangle Inequality (vi), with Finite Sums of Reals: Congruence, the Product Map (x,y) ↦ f(x)h(y), and the Sequence of Diagonal Sums (i) for the inner sums, whose terms agree with those of gg on each DnD_{n}, the left side of (βˆ—)(\ast) equals βˆ‘(n,p)∈Tβ€²g(p)\sum_{(n,p)\in T'}g(p). The map Ο€:Tβ€²β†’TN\pi:T'\to T_{N}, (n,p)↦p(n,p)\mapsto p, takes its values in TNT_{N} by (1a). It is injective: if (n,p),(nβ€²,pβ€²)∈Tβ€²(n,p),(n',p')\in T' and p=pβ€²p=p', then p∈Dn∩Dnβ€²p\in D_{n}\cap D_{n'} and n=nβ€²n=n' by (1b). It is surjective: for p∈TNp\in T_{N}, (1b) gives n∈[N]n\in[N] with p∈Dnp\in D_{n}, so p∈Up\in U and (n,p)∈Tβ€²(n,p)\in T' with Ο€(n,p)=p\pi(n,p)=p. So Ο€\pi is a bijection, and Iterated Operations over Finite Sets: Singletons, Disjoint Unions, Reindexing, Products of Sets, Termwise Combination, Homomorphisms and Intervals (iii), applied to Ο€\pi and the restriction of gg to TNT_{N}, gives βˆ‘(n,p)∈Tβ€²g(Ο€(n,p))=βˆ‘p∈TNg(p)\sum_{(n,p)\in T'}g(\pi(n,p))=\sum_{p\in T_{N}}g(p), which is (βˆ—)(\ast), as g(Ο€(n,p))=g(p)g(\pi(n,p))=g(p) for (n,p)∈Tβ€²(n,p)\in T' (Finite Sums of Reals: Congruence, the Product Map (x,y) ↦ f(x)h(y), and the Sequence of Diagonal Sums (i)).

Step 3: the sums over TNT_{N} and QNQ_{N}. For N∈NN\in\mathbb{N} let AN=βˆ‘k=1NakA_{N}=\sum_{k=1}^{N}a_{k}, BN=βˆ‘k=1NbkB_{N}=\sum_{k=1}^{N}b_{k}, AΛ‰N=βˆ‘k=1N∣ak∣\bar A_{N}=\sum_{k=1}^{N}|a_{k}| and BΛ‰N=βˆ‘k=1N∣bk∣\bar B_{N}=\sum_{k=1}^{N}|b_{k}| be the partial sums, sequences by Sequences of Real Numbers Built from Given Ones: Partial Sums, Index Shifts, Predecessor Reindexing, Absolute Values and Termwise Operations (i), applied to (ak)(a_{k}), (bk)(b_{k}) and to the sequences (∣ak∣)(|a_{k}|) and (∣bk∣)(|b_{k}|) of Sequences of Real Numbers Built from Given Ones: Partial Sums, Index Shifts, Predecessor Reindexing, Absolute Values and Termwise Operations (iv). For n∈Nn\in\mathbb{N} let cΛ‰n=βˆ‘(i,j)∈Dn∣aiβˆ£β€‰βˆ£bj∣\bar c_{n}=\sum_{(i,j)\in D_{n}}|a_{i}|\,|b_{j}|; (cΛ‰n)(\bar c_{n}) is a sequence in R\mathbb{R} by Finite Sums of Reals: Congruence, the Product Map (x,y) ↦ f(x)h(y), and the Sequence of Diagonal Sums (iii), applied to (∣ak∣)(|a_{k}|) and (∣bk∣)(|b_{k}|). Let CN=βˆ‘n=1NcnC_{N}=\sum_{n=1}^{N}c_{n} and CΛ‰N=βˆ‘n=1NcΛ‰n\bar C_{N}=\sum_{n=1}^{N}\bar c_{n}, sequences by Sequences of Real Numbers Built from Given Ones: Partial Sums, Index Shifts, Predecessor Reindexing, Absolute Values and Termwise Operations (i). Let AA, BB, AΛ‰\bar A and BΛ‰\bar B be the sums of βˆ‘k=1∞ak\sum_{k=1}^{\infty}a_{k}, βˆ‘k=1∞bk\sum_{k=1}^{\infty}b_{k}, βˆ‘k=1∞∣ak∣\sum_{k=1}^{\infty}|a_{k}| and βˆ‘k=1∞∣bk∣\sum_{k=1}^{\infty}|b_{k}|, which exist: βˆ‘k=1∞∣ak∣\sum_{k=1}^{\infty}|a_{k}| and βˆ‘k=1∞∣bk∣\sum_{k=1}^{\infty}|b_{k}| converge by hypothesis and Series of Real Numbers: Partial Sums, Convergence, the Sum and Absolute Convergence (iii), and βˆ‘k=1∞ak\sum_{k=1}^{\infty}a_{k} and βˆ‘k=1∞bk\sum_{k=1}^{\infty}b_{k} converge by Series of Real Numbers with Nonnegative Terms, Comparison, Absolute Convergence and the Geometric Series (iii); by Series of Real Numbers: Partial Sums, Convergence, the Sum and Absolute Convergence (ii), ANβ†’AA_{N}\to A, BNβ†’BB_{N}\to B, AΛ‰Nβ†’AΛ‰\bar A_{N}\to\bar A and BΛ‰Nβ†’BΛ‰\bar B_{N}\to\bar B.

By (βˆ—)(\ast) with g(i,j)=aibjg(i,j)=a_{i}b_{j} and with g(i,j)=∣aiβˆ£β€‰βˆ£bj∣g(i,j)=|a_{i}|\,|b_{j}|, maps NΓ—Nβ†’R\mathbb{N}\times\mathbb{N}\to\mathbb{R} by Finite Sums of Reals: Congruence, the Product Map (x,y) ↦ f(x)h(y), and the Sequence of Diagonal Sums (ii),

CN=βˆ‘(i,j)∈TNaibj,CΛ‰N=βˆ‘(i,j)∈TN∣aiβˆ£β€‰βˆ£bj∣.C_{N}=\sum_{(i,j)\in T_{N}}a_{i}b_{j},\qquad\bar C_{N}=\sum_{(i,j)\in T_{N}}|a_{i}|\,|b_{j}|.

By Sums over Finite Sets in a Commutative Ring and in an Ordered Field: Distributivity, Products of Sums, Vanishing Terms, Sums over Pairs, Expanding Products of Sums, Counting, Comparison, Monotonicity and the Triangle Inequality (iii), with both finite sets equal to [N][N], Sums and Products over a Finite Set and over an Interval (iv) and Finite Sums of Reals: Congruence, the Product Map (x,y) ↦ f(x)h(y), and the Sequence of Diagonal Sums (i) (the map (i,j)↦aibj(i,j)\mapsto a_{i}b_{j}, resp. ∣aiβˆ£β€‰βˆ£bj∣|a_{i}|\,|b_{j}|, on [N]Γ—[N][N]\times[N] agrees with gg there),

ANBN=βˆ‘(i,j)∈QNaibj,AΛ‰NBΛ‰N=βˆ‘(i,j)∈QN∣aiβˆ£β€‰βˆ£bj∣.A_{N}B_{N}=\sum_{(i,j)\in Q_{N}}a_{i}b_{j},\qquad\bar A_{N}\bar B_{N}=\sum_{(i,j)\in Q_{N}}|a_{i}|\,|b_{j}|.

Step 4: bounds. For all i,j∈Ni,j\in\mathbb{N}, 0β‰€βˆ£ai∣0\le|a_{i}| and 0β‰€βˆ£bj∣0\le|b_{j}| by Differences, Quotients and Absolute Values of Real Numbers, Read in the Type Real (iii), so 0β‰€βˆ£aiβˆ£β€‰βˆ£bj∣0\le|a_{i}|\,|b_{j}| by Rules of Order in an Ordered Ring: Differences, Sums, Negatives, Products and Squares (vii). Hence cΛ‰nβ‰₯0\bar c_{n}\ge0 for every n∈Nn\in\mathbb{N}, by Sums over Finite Sets in a Commutative Ring and in an Ordered Field: Distributivity, Products of Sums, Vanishing Terms, Sums over Pairs, Expanding Products of Sums, Counting, Comparison, Monotonicity and the Triangle Inequality (ix) applied with SS and the finite set both equal to DnD_{n}, and, as TNβŠ†QNβŠ†TN+NT_{N}\subseteq Q_{N}\subseteq T_{N+N} by Step 1, Sums over Finite Sets in a Commutative Ring and in an Ordered Field: Distributivity, Products of Sums, Vanishing Terms, Sums over Pairs, Expanding Products of Sums, Counting, Comparison, Monotonicity and the Triangle Inequality (ix) and Step 3 give

CΛ‰N≀AΛ‰NBΛ‰N≀CΛ‰N+N(N∈N).(βˆ—βˆ—)\bar C_{N}\le\bar A_{N}\bar B_{N}\le\bar C_{N+N}\qquad(N\in\mathbb{N}).\tag{$\ast\ast$}

By Series of Real Numbers with Nonnegative Terms, Comparison, Absolute Convergence and the Geometric Series (i), applied to (∣ak∣)(|a_{k}|) and (∣bk∣)(|b_{k}|), 0≀AΛ‰N≀AΛ‰0\le\bar A_{N}\le\bar A and 0≀BΛ‰N≀BΛ‰0\le\bar B_{N}\le\bar B, so AΛ‰NBΛ‰N≀AΛ‰BΛ‰\bar A_{N}\bar B_{N}\le\bar A\bar B by Rules of Order in an Ordered Ring: Differences, Sums, Negatives, Products and Squares (vii), and CΛ‰N≀AΛ‰BΛ‰\bar C_{N}\le\bar A\bar B by (βˆ—βˆ—)(\ast\ast). Thus AΛ‰BΛ‰\bar A\bar B is an upper bound of {CΛ‰N:N∈N}\{\bar C_{N}:N\in\mathbb{N}\}, so (CΛ‰N)(\bar C_{N}) is bounded above, and, as cΛ‰nβ‰₯0\bar c_{n}\ge0 for every nn, the series βˆ‘n=1∞cΛ‰n\sum_{n=1}^{\infty}\bar c_{n} converges by Series of Real Numbers with Nonnegative Terms, Comparison, Absolute Convergence and the Geometric Series (i). Let CΛ‰\bar C be its sum; by Series of Real Numbers with Nonnegative Terms, Comparison, Absolute Convergence and the Geometric Series (i) again, CΛ‰N≀CΛ‰\bar C_{N}\le\bar C for every NN, and CΛ‰Nβ†’CΛ‰\bar C_{N}\to\bar C by Series of Real Numbers: Partial Sums, Convergence, the Sum and Absolute Convergence (ii).

Step 5: absolute convergence. For n∈Nn\in\mathbb{N}, by Sums over Finite Sets in a Commutative Ring and in an Ordered Field: Distributivity, Products of Sums, Vanishing Terms, Sums over Pairs, Expanding Products of Sums, Counting, Comparison, Monotonicity and the Triangle Inequality (x) and ∣aibj∣=∣aiβˆ£β€‰βˆ£bj∣|a_{i}b_{j}|=|a_{i}|\,|b_{j}| (Rules of Arithmetic and Order in an Ordered Field (x), with Finite Sums of Reals: Congruence, the Product Map (x,y) ↦ f(x)h(y), and the Sequence of Diagonal Sums (i)),

∣cnβˆ£β‰€βˆ‘(i,j)∈Dn∣aibj∣=cΛ‰n.|c_{n}|\le\sum_{(i,j)\in D_{n}}|a_{i}b_{j}|=\bar c_{n}.

Since βˆ‘n=1∞cΛ‰n\sum_{n=1}^{\infty}\bar c_{n} converges, βˆ‘n=1∞cn\sum_{n=1}^{\infty}c_{n} converges absolutely by Series of Real Numbers with Nonnegative Terms, Comparison, Absolute Convergence and the Geometric Series (iv). This is (i); in particular βˆ‘n=1∞cn\sum_{n=1}^{\infty}c_{n} converges, by Series of Real Numbers with Nonnegative Terms, Comparison, Absolute Convergence and the Geometric Series (iii).

Step 6: CΛ‰=AΛ‰BΛ‰\bar C=\bar A\bar B. Since CΛ‰N≀AΛ‰BΛ‰\bar C_{N}\le\bar A\bar B for every NN and CΛ‰Nβ†’CΛ‰\bar C_{N}\to\bar C, Limits of Sequences of Real Numbers: Uniqueness, Boundedness, Constants, Tails, Arithmetic, Quotients, Absolute Values, Finite Sums, Order, Squeezing, Domination and Subsequences (x) gives Cˉ≀AΛ‰BΛ‰\bar C\le\bar A\bar B. By (βˆ—βˆ—)(\ast\ast) and Step 4, AΛ‰NBΛ‰N≀CΛ‰N+N≀CΛ‰\bar A_{N}\bar B_{N}\le\bar C_{N+N}\le\bar C for every NN; as AΛ‰NBΛ‰Nβ†’AΛ‰BΛ‰\bar A_{N}\bar B_{N}\to\bar A\bar B by Limits of Sequences of Real Numbers: Uniqueness, Boundedness, Constants, Tails, Arithmetic, Quotients, Absolute Values, Finite Sums, Order, Squeezing, Domination and Subsequences (vi) (the sequence (AΛ‰NBΛ‰N)(\bar A_{N}\bar B_{N}) exists by Sequences of Real Numbers Built from Given Ones: Partial Sums, Index Shifts, Predecessor Reindexing, Absolute Values and Termwise Operations (v)), Limits of Sequences of Real Numbers: Uniqueness, Boundedness, Constants, Tails, Arithmetic, Quotients, Absolute Values, Finite Sums, Order, Squeezing, Domination and Subsequences (x) gives AΛ‰Bˉ≀CΛ‰\bar A\bar B\le\bar C. Hence CΛ‰=AΛ‰BΛ‰\bar C=\bar A\bar B.

Step 7: the sum. Let RN=QNβˆ–TNR_{N}=Q_{N}\setminus T_{N}. Then QN=TNβˆͺRNQ_{N}=T_{N}\cup R_{N} with TN∩RN=βˆ…T_{N}\cap R_{N}=\emptyset, so by Iterated Operations over Finite Sets: Singletons, Disjoint Unions, Reindexing, Products of Sets, Termwise Combination, Homomorphisms and Intervals (ii) and Step 3,

ANBN=CN+βˆ‘(i,j)∈RNaibj,AΛ‰NBΛ‰N=CΛ‰N+βˆ‘(i,j)∈RN∣aiβˆ£β€‰βˆ£bj∣.A_{N}B_{N}=C_{N}+\sum_{(i,j)\in R_{N}}a_{i}b_{j},\qquad\bar A_{N}\bar B_{N}=\bar C_{N}+\sum_{(i,j)\in R_{N}}|a_{i}|\,|b_{j}|.

Hence, by Sums over Finite Sets in a Commutative Ring and in an Ordered Field: Distributivity, Products of Sums, Vanishing Terms, Sums over Pairs, Expanding Products of Sums, Counting, Comparison, Monotonicity and the Triangle Inequality (x), Rules of Arithmetic and Order in an Ordered Field (x) and Finite Sums of Reals: Congruence, the Product Map (x,y) ↦ f(x)h(y), and the Sequence of Diagonal Sums (i),

∣ANBNβˆ’CN∣=βˆ£βˆ‘(i,j)∈RNaibjβˆ£β‰€βˆ‘(i,j)∈RN∣aiβˆ£β€‰βˆ£bj∣=AΛ‰NBΛ‰Nβˆ’CΛ‰N.|A_{N}B_{N}-C_{N}|=\Big|\sum_{(i,j)\in R_{N}}a_{i}b_{j}\Big|\le\sum_{(i,j)\in R_{N}}|a_{i}|\,|b_{j}|=\bar A_{N}\bar B_{N}-\bar C_{N}.

By Limits of Sequences of Real Numbers: Uniqueness, Boundedness, Constants, Tails, Arithmetic, Quotients, Absolute Values, Finite Sums, Order, Squeezing, Domination and Subsequences (vi) and Step 6, AΛ‰NBΛ‰Nβˆ’CΛ‰Nβ†’AΛ‰BΛ‰βˆ’CΛ‰=0\bar A_{N}\bar B_{N}-\bar C_{N}\to\bar A\bar B-\bar C=0, so (AΛ‰NBΛ‰Nβˆ’CΛ‰N)(\bar A_{N}\bar B_{N}-\bar C_{N}), a sequence by Sequences of Real Numbers Built from Given Ones: Partial Sums, Index Shifts, Predecessor Reindexing, Absolute Values and Termwise Operations (v), is a null sequence, and Limits of Sequences of Real Numbers: Uniqueness, Boundedness, Constants, Tails, Arithmetic, Quotients, Absolute Values, Finite Sums, Order, Squeezing, Domination and Subsequences (xii) with L=0L=0 gives ANBNβˆ’CNβ†’0A_{N}B_{N}-C_{N}\to0. Since ANBNβ†’ABA_{N}B_{N}\to AB by Limits of Sequences of Real Numbers: Uniqueness, Boundedness, Constants, Tails, Arithmetic, Quotients, Absolute Values, Finite Sums, Order, Squeezing, Domination and Subsequences (vi), the rule for differences in Limits of Sequences of Real Numbers: Uniqueness, Boundedness, Constants, Tails, Arithmetic, Quotients, Absolute Values, Finite Sums, Order, Squeezing, Domination and Subsequences (vi), applied to (ANBN)(A_{N}B_{N}) and (ANBNβˆ’CN)(A_{N}B_{N}-C_{N}), sequences by Sequences of Real Numbers Built from Given Ones: Partial Sums, Index Shifts, Predecessor Reindexing, Absolute Values and Termwise Operations (v), gives

CN=ANBNβˆ’(ANBNβˆ’CN)β†’ABβˆ’0=AB.C_{N}=A_{N}B_{N}-(A_{N}B_{N}-C_{N})\to AB-0=AB.

So, by Series of Real Numbers: Partial Sums, Convergence, the Sum and Absolute Convergence (ii) and The Limit of a Convergent Sequence (i), βˆ‘n=1∞cn\sum_{n=1}^{\infty}c_{n} converges and its sum is AB=(βˆ‘k=1∞ak)(βˆ‘k=1∞bk)AB=\big(\sum_{k=1}^{\infty}a_{k}\big)\big(\sum_{k=1}^{\infty}b_{k}\big). This is (ii).

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