TheoremBase

Proof of Properties of Finite Sums of Vectors

lemmalem:finite-sum-vector-properties-2026a
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Β· 7,064 chars Β· 12 deps Β· depth 10 Reason: Initial publication: restriction consistency from lem:iterated-binary-operation-2026a, then inductions for the remaining claims, with the inner-product claims reduced to the axioms of def:complex-inner-product-space-2026a and lem:inner-product-elementary-properties-2026a.

Proof

Write Οƒ:[n]β†’V\sigma:[n]\to V for the map used in the definition of the finite sum of the family vv, so that βˆ‘k=1jvk=Οƒ(j)\sum_{k=1}^{j}v_{k}=\sigma(j) for every j∈[n]j\in[n]. Throughout we use the axioms of a vector space over KK (in particular the associativity and commutativity of vector addition, the neutrality of the zero vector 0V0_{V}, and the identity Ξ»(x+y)=Ξ»x+Ξ»y\lambda(x+y)=\lambda x+\lambda y), and the following facts about initial segments from claims 1 to 4 of Basic Properties of Initial Segments of the Natural Numbers: 1∈[n]1\in[n] and n∈[n]n\in[n]; [1]={1}[1]=\{1\}; [S(n)]=[n]βˆͺ{S(n)}[S(n)]=[n]\cup\{S(n)\} with S(n)βˆ‰[n]S(n)\notin[n]; and [j]βŠ†[n][j]\subseteq[n] whenever j≀nj\le n. Claims 2 to 7 are proved by applying the principle of induction to the set of natural numbers nn for which the assertion in question holds for all admissible data on [n][n].

Claim 1. Restriction. Let j∈[n]j\in[n], let vβ€²v' be the restriction of vv to [j][j], which is defined because [j]βŠ†[n][j]\subseteq[n], and let Οƒβ€²:[j]β†’V\sigma':[j]\to V be the map associated with vβ€²v' by Existence and Uniqueness of Iterates of a Binary Operation, so that βˆ‘k=1ivkβ€²=Οƒβ€²(i)\sum_{k=1}^{i}v'_{k}=\sigma'(i) for every i∈[j]i\in[j]. Let ρ\rho be the restriction of Οƒ\sigma to [j][j]. Since 1∈[j]1\in[j] we have ρ(1)=Οƒ(1)=v1=v1β€²\rho(1)=\sigma(1)=v_{1}=v'_{1}. If m∈Nm\in\mathbb{N} satisfies S(m)∈[j]S(m)\in[j], then S(m)∈[n]S(m)\in[n], and m∈[j]m\in[j] because m<S(m)≀jm<S(m)\le j by claims 5 and 1 of Properties of the Order on the Natural Numbers; hence ρ(S(m))=Οƒ(S(m))=Οƒ(m)+vS(m)=ρ(m)+vS(m)β€²\rho(S(m))=\sigma(S(m))=\sigma(m)+v_{S(m)}=\rho(m)+v'_{S(m)}. By the uniqueness part of Existence and Uniqueness of Iterates of a Binary Operation we get ρ=Οƒβ€²\rho=\sigma', so βˆ‘k=1ivkβ€²=Οƒ(i)=βˆ‘k=1ivk\sum_{k=1}^{i}v'_{k}=\sigma(i)=\sum_{k=1}^{i}v_{k} for every i∈[j]i\in[j].

Recursion. Directly from the definition, βˆ‘k=11vk=Οƒ(1)=v1\sum_{k=1}^{1}v_{k}=\sigma(1)=v_{1}, and for mm with S(m)∈[n]S(m)\in[n],

βˆ‘k=1S(m)vk=Οƒ(S(m))=Οƒ(m)+vS(m)=(βˆ‘k=1mvk)+vS(m).\sum_{k=1}^{S(m)}v_{k}=\sigma(S(m))=\sigma(m)+v_{S(m)}=\Bigl(\sum_{k=1}^{m}v_{k}\Bigr)+v_{S(m)} .

We refer to these two identities as the base clause and the recursion; the corresponding identities for finite sums of scalars are claim 1 of Properties of Finite Sums. By the restriction part of claim 1 here, and by the restriction part of claim 1 of Properties of Finite Sums for scalars, a sum βˆ‘k=1n\sum_{k=1}^{n} formed from data given on [S(n)][S(n)] agrees with the corresponding sum formed from their restriction to [n][n], so the inductive hypotheses below apply to it.

Claim 2. For n=1n=1 we have [1]={1}[1]=\{1\} and both sides equal u1+v1u_{1}+v_{1} by the base clause. Assume the identity for nn and let u,vu,v be defined on [S(n)][S(n)]. By the recursion, the inductive hypothesis applied to the restrictions of uu and vv to [n][n], and the commutativity and associativity of vector addition,

βˆ‘k=1S(n)(uk+vk)=βˆ‘k=1n(uk+vk)+(uS(n)+vS(n))=(βˆ‘k=1nuk+βˆ‘k=1nvk)+(uS(n)+vS(n)),\sum_{k=1}^{S(n)}(u_{k}+v_{k})=\sum_{k=1}^{n}(u_{k}+v_{k})+\bigl(u_{S(n)}+v_{S(n)}\bigr)=\Bigl(\sum_{k=1}^{n}u_{k}+\sum_{k=1}^{n}v_{k}\Bigr)+\bigl(u_{S(n)}+v_{S(n)}\bigr),

which rearranges to

(βˆ‘k=1nuk+uS(n))+(βˆ‘k=1nvk+vS(n))=βˆ‘k=1S(n)uk+βˆ‘k=1S(n)vk.\Bigl(\sum_{k=1}^{n}u_{k}+u_{S(n)}\Bigr)+\Bigl(\sum_{k=1}^{n}v_{k}+v_{S(n)}\Bigr)=\sum_{k=1}^{S(n)}u_{k}+\sum_{k=1}^{S(n)}v_{k}.

Claim 3. For n=1n=1 both sides equal Ξ»v1\lambda v_{1} by the base clause. Assume the identity for nn. By the recursion, the inductive hypothesis and the vector space identity Ξ»(x+y)=Ξ»x+Ξ»y\lambda(x+y)=\lambda x+\lambda y,

βˆ‘k=1S(n)(Ξ»vk)=βˆ‘k=1n(Ξ»vk)+Ξ»vS(n)=Ξ»βˆ‘k=1nvk+Ξ»vS(n)=Ξ»(βˆ‘k=1nvk+vS(n))=Ξ»βˆ‘k=1S(n)vk.\sum_{k=1}^{S(n)}(\lambda v_{k})=\sum_{k=1}^{n}(\lambda v_{k})+\lambda v_{S(n)}=\lambda\sum_{k=1}^{n}v_{k}+\lambda v_{S(n)}=\lambda\Bigl(\sum_{k=1}^{n}v_{k}+v_{S(n)}\Bigr)=\lambda\sum_{k=1}^{S(n)}v_{k}.

Claim 4. Sums in WW satisfy the base clause and the recursion as well, by claim 1 applied to WW in place of VV. For n=1n=1 both sides equal T(v1)T(v_{1}). Assume the identity for nn. By the recursion in VV, the additivity of the linear map TT, the inductive hypothesis, and the recursion in WW,

T(βˆ‘k=1S(n)vk)=T(βˆ‘k=1nvk+vS(n))=T(βˆ‘k=1nvk)+T(vS(n))=βˆ‘k=1nT(vk)+T(vS(n))=βˆ‘k=1S(n)T(vk).T\Bigl(\sum_{k=1}^{S(n)}v_{k}\Bigr)=T\Bigl(\sum_{k=1}^{n}v_{k}+v_{S(n)}\Bigr)=T\Bigl(\sum_{k=1}^{n}v_{k}\Bigr)+T\bigl(v_{S(n)}\bigr)=\sum_{k=1}^{n}T(v_{k})+T\bigl(v_{S(n)}\bigr)=\sum_{k=1}^{S(n)}T(v_{k}).

Claim 5. First identity. For n=1n=1 both sides equal ⟨w,v1⟩\langle w,v_{1}\rangle by the two base clauses. Assume it for nn. By the recursion for vector sums, additivity in the second argument (condition 2 of Complex Inner Product Space), the inductive hypothesis, and the recursion for scalar sums,

⟨w,βˆ‘k=1S(n)vk⟩=⟨w,βˆ‘k=1nvk+vS(n)⟩=⟨w,βˆ‘k=1nvk⟩+⟨w,vS(n)⟩=βˆ‘k=1n⟨w,vk⟩+⟨w,vS(n)⟩=βˆ‘k=1S(n)⟨w,vk⟩.\Bigl\langle w,\sum_{k=1}^{S(n)}v_{k}\Bigr\rangle=\Bigl\langle w,\sum_{k=1}^{n}v_{k}+v_{S(n)}\Bigr\rangle=\Bigl\langle w,\sum_{k=1}^{n}v_{k}\Bigr\rangle+\bigl\langle w,v_{S(n)}\bigr\rangle=\sum_{k=1}^{n}\langle w,v_{k}\rangle+\bigl\langle w,v_{S(n)}\bigr\rangle=\sum_{k=1}^{S(n)}\langle w,v_{k}\rangle .

Second identity. The same induction applies, with additivity in the first argument (claim 1 of Elementary Properties of a Complex Inner Product) in place of additivity in the second argument.

Claim 6. Apply claim 5 to the family k↦ckvkk\mapsto c_{k}v_{k} on [n][n]. For the first identity, homogeneity in the second argument (condition 3 of Complex Inner Product Space) gives ⟨w,ckvk⟩=ck⟨w,vk⟩\langle w,c_{k}v_{k}\rangle=c_{k}\langle w,v_{k}\rangle for every k∈[n]k\in[n], so the two families kβ†¦βŸ¨w,ckvk⟩k\mapsto\langle w,c_{k}v_{k}\rangle and k↦ck⟨w,vk⟩k\mapsto c_{k}\langle w,v_{k}\rangle coincide and therefore have the same finite sum; hence

⟨w,βˆ‘k=1nckvk⟩=βˆ‘k=1n⟨w,ckvk⟩=βˆ‘k=1nck⟨w,vk⟩.\Bigl\langle w,\sum_{k=1}^{n}c_{k}v_{k}\Bigr\rangle=\sum_{k=1}^{n}\langle w,c_{k}v_{k}\rangle=\sum_{k=1}^{n}c_{k}\langle w,v_{k}\rangle .

For the second identity, conjugate homogeneity in the first argument (claim 2 of Elementary Properties of a Complex Inner Product) gives ⟨ckvk,w⟩=ckβ€Ύβ€‰βŸ¨vk,w⟩\langle c_{k}v_{k},w\rangle=\overline{c_{k}}\,\langle v_{k},w\rangle for every k∈[n]k\in[n], and the same argument yields

βŸ¨βˆ‘k=1nckvk,w⟩=βˆ‘k=1n⟨ckvk,w⟩=βˆ‘k=1nckβ€Ύβ€‰βŸ¨vk,w⟩.\Bigl\langle \sum_{k=1}^{n}c_{k}v_{k},w\Bigr\rangle=\sum_{k=1}^{n}\langle c_{k}v_{k},w\rangle=\sum_{k=1}^{n}\overline{c_{k}}\,\langle v_{k},w\rangle .

Claim 7. For n=1n=1 we have [1]={1}[1]=\{1\}, so i=1i=1 and βˆ‘k=11vk=v1=vi\sum_{k=1}^{1}v_{k}=v_{1}=v_{i} by the base clause. Assume the assertion for nn, let vv be defined on [S(n)][S(n)], and let i∈[S(n)]=[n]βˆͺ{S(n)}i\in[S(n)]=[n]\cup\{S(n)\} satisfy vk=0Vv_{k}=0_{V} for every k∈[S(n)]k\in[S(n)] with kβ‰ ik\ne i.

If i∈[n]i\in[n], then S(n)β‰ iS(n)\ne i because S(n)βˆ‰[n]S(n)\notin[n], so vS(n)=0Vv_{S(n)}=0_{V}. The restriction of vv to [n][n] satisfies the same hypothesis with the same distinguished index ii, so the inductive hypothesis gives βˆ‘k=1nvk=vi\sum_{k=1}^{n}v_{k}=v_{i}, and the recursion together with the neutrality of 0V0_{V} gives βˆ‘k=1S(n)vk=vi+0V=vi\sum_{k=1}^{S(n)}v_{k}=v_{i}+0_{V}=v_{i}.

If i=S(n)i=S(n), then vk=0Vv_{k}=0_{V} for every k∈[n]k\in[n]. Applying the inductive hypothesis to the restriction of vv to [n][n] with distinguished index 11 gives βˆ‘k=1nvk=v1=0V\sum_{k=1}^{n}v_{k}=v_{1}=0_{V}, so the recursion gives βˆ‘k=1S(n)vk=0V+vS(n)=vS(n)=vi\sum_{k=1}^{S(n)}v_{k}=0_{V}+v_{S(n)}=v_{S(n)}=v_{i}.

The final assertion is the case where all summands are 0V0_{V}: taking i=1i=1 gives βˆ‘k=1nvk=v1=0V\sum_{k=1}^{n}v_{k}=v_{1}=0_{V}.

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