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These labels describe origin, not correctness: citations and verification chips remain separate evidence.
Tensor Coherence and Algebraic Descent
1 · Prerequisites
- Binary Operations, Monoids, Groups and Subgroups
- Chain Conditions, Semisimple Modules and the Wedderburn–Artin Theorem
- Construction of the Natural Numbers
- Construction of the Real Numbers via Cauchy Sequences
- Construction of the Real Numbers via Dedekind Cuts
- Cosets, Index and Lagrange's Theorem
- Countability and Uncountability
- Determinants of Matrices over a Commutative Ring
- Dual Spaces, Bilinear and Quadratic Forms, and Sylvester's Law of Inertia
- Finite Counting, Factorials and Binomial Coefficients
- Foundations of the Real Numbers for Analysis
- Free Modules, Exact Sequences, Projective and Injective Modules
- Gaussian Elimination, Elementary Matrices and Reduced Row Echelon Form
- Group Actions, Orbits, Stabilisers and Cayley's Theorem
- Group Homomorphisms and the Isomorphism Theorems
- Ideals, Quotient Rings and the Isomorphism Theorems for Rings
- Linear Independence, Bases and Dimension
- Linear Transformations, Rank-Nullity and Quotient Spaces
- Matrices, the Matrix of a Linear Map, and Change of Basis
- Modules, Submodules, Quotient Modules and the Isomorphism Theorems
- Normal Subgroups and Quotient Groups
- Order, Zorn's Lemma, and the Axiom of Choice
- Polynomial Rings, the Division Algorithm and Roots
- Relations, Functions, and Quotients
- Rings, Subrings, Integral Domains and Fields
- Roots, Rational Powers, and Classical Inequalities
- Symmetric Groups, Cycle Decomposition and the Sign Homomorphism
- Tensor Products of Modules
- The Determinant of a Linear Operator, Cofactors and Cramer's Rule
- The ZFC Axioms and the Basic Set Constructions
- Vector Spaces, Linear Subspaces, Span and Direct Sums
2 · Summary
The page fixes the tensor conventions shared by the Hopf and Hecke branches: is a field, means over -vector spaces, tensor powers are left-associated with the empty tensor , and parentheses in iterated tensor powers may be dropped only after the coherence lemma below has been proved. It then supplies the coherence, duality and descent facts that the construction pages of these branches consume.
Coherence is proved concretely rather than invoked from a general monoidal theorem: the associator, the symmetry and the unit isomorphisms satisfy naturality, the pentagon, the unit triangle and both symmetry hexagons, each verified on elementary tensors and extended to all linear maps by the spanning property of the tensor product. Finite tensor duality identifies with through the product dual basis and exhibits the basis-independent coevaluation element together with both zigzag identities; no surjectivity is asserted in infinite dimension, and the companion page's counterexample shows that the finite-dimensional hypothesis is necessary.
The Choice assumptions are recorded explicitly. The injection lemma and the kernel computation for a tensor product of quotient maps assume the Axiom of Choice through Every linear subspace of a vector space has a complement: a linear subspace with , and coefficient separation for a finite independent family inherits that assumption in infinite ambient dimension while remaining choice-free in finite dimension, where the independent list is extended to a basis.
The descent half constructs the free associative -algebra on the words in with concatenation as product, proves its universal property and the two-sided-ideal description of a generated relation ideal, and identifies the quotient as the presented algebra. Base change along a commutative ring homomorphism is proved by explicit mutually inverse generator maps, with the image ideal of a relation ideal carrying the corresponding quotient presentation and no flatness hypothesis; free bases transport along any commutative specialization. Polynomial and Laurent rings are built from finitely supported monomials, their universal properties by substitution, and their fraction fields over domains from numerator-denominator pairs. Finite matrix and module preliminaries supply the right-inverse determinant argument, invariance of finite matrix rank under field extension, finite composition series, the splitting of a submodule of a finite direct sum of simple modules without arbitrary Choice, and the vanishing trace of a nilpotent endomorphism. The regular-module detection principle closes the page: evaluation at and at detects equality of algebra elements, multilinear identities are checked on pure tensors, and a quotient identity requires the descent that the recorded warning makes explicit.
Prerequisite pages: tensor-products-of-modules, modules-and-module-homomorphisms, ideals-and-quotient-rings, dual-spaces-bilinear-forms-and-inertia, linear-independence-bases-and-dimension, linear-maps-rank-nullity-and-quotient-spaces, chain-conditions-and-semisimple-modules, relations-functions-and-quotients. The companion tensor-coherence-and-algebraic-descent-examples develops the calculations and failures needed to test these constructions.
3 · Logical flowchart
4 · Definitions, theorems and proofs
Scalars, tensor powers, the empty tensor, opposite algebras and finite sums
Definition
Fix the following conventions, used on this page and by the later Hopf and Hecke pages.
- is a field (Field) and every vector space is a -vector space (Vector space over a field); means .
- is the tensor product of The tensor product from the additive group underlying the free -module on , elementary tensors, and finite tensor sums, with the -vector-space structure of Over a commutative ring, is an -module with and unit and universal property as in Universal property of the tensor product for balanced maps into abelian groups. Every element of is a finite sum of elementary tensors .
- Tensor powers are left-associated: , and for . The empty tensor is identified with the tensor unit through the isomorphisms of The regular module is a tensor unit: and .
- For an algebra over a commutative ring (Algebras over a commutative ring, central structure maps, and algebra homomorphisms) the opposite algebra has the same underlying set and structure map and product (The opposite ring ).
- Finite sums follow A finite sum in a commutative monoid indexed by an arbitrary finite set; an empty sum is .
Parentheses in iterated tensor products may be dropped only after Associator naturality, pentagon, unit triangle and symmetry hexagons on elementary tensors ↗ has been proved.
Associator naturality, pentagon, unit triangle and symmetry hexagons on elementary tensors
Statement
Let be a field and let be -vector spaces. Write for the associators of Symmetry and associativity isomorphisms for tensor products over a commutative ring, for its symmetries, and for the unit isomorphisms of The regular module is a tensor unit: and .
- Naturality. and are natural in all variables: for linear maps the usual squares commute; the unit isomorphisms are natural as well.
- Pentagon. as maps .
- Unit triangle. as maps .
- First symmetry hexagon. as maps .
- Second symmetry hexagon. as maps .
All five identities are equalities of -linear maps between iterated tensor products.
Facts & Assumptions
Given: A field , vector spaces and linear maps between vector spaces as named in the steps.
The conventions: is the tensor product over with unit and universal property, every element is a finite sum of elementary tensors, and tensor powers are left-associated with as the empty tensor (Scalars, tensor powers, the empty tensor, opposite algebras and finite sums).
The associator and symmetry are isomorphisms acting on elementary tensors by and , with (Symmetry and associativity isomorphisms for tensor products over a commutative ring).
The unit isomorphisms act by and (The regular module is a tensor unit: and ).
Functoriality: defines a linear map, , and (Module homomorphisms induce tensor-product homomorphisms functorially).
Every element of a tensor product is a finite sum of elementary tensors, and the defining relations give for (The tensor product from the additive group underlying the free -module on , elementary tensors, and finite tensor sums, Scalars, tensor powers, the empty tensor, opposite algebras and finite sums).
Proof
Naturality of and : for linear maps , , and an elementary tensor one has and , by [F2] and [F4]; likewise . Both sides of each square are -linear and the elementary tensors span by [F5], so the squares commute on their whole domains.
Naturality of the unit isomorphisms: for linear and one has by [F3] and [F4], and for linear likewise ; the elementary tensors span, so both naturality squares commute.
Pentagon: on an elementary tensor of the left composite sends it by [F2] to , then to , then to ; the right composite sends it to and then to . Both sides are -linear maps whose domain is spanned by such elementary tensors [F5], so the two composites agree everywhere.
Unit triangle: for an elementary tensor of the left side gives by [F2] and [F3], while the right side gives ; these are equal because by the balancing relations of [F5]. Both sides are linear on the span of the elementary tensors, so the identity holds.
First symmetry hexagon: on an elementary tensor of the left composite gives successively (symmetry ), (inverse associator), (symmetry in the first factor), (associator), while the right composite gives and then by the symmetry in the second factor; the two agree on the spanning elementary tensors, hence everywhere.
Second symmetry hexagon: on an elementary tensor of the left composite gives , then , then , while the right composite gives , then , then ; agreement on the spanning elementary tensors gives the identity everywhere.
Steps 1.1–1.6 verify all five identities on elementary tensors, and each identity is between -linear maps whose domains are the iterated tensor products of [F1] spanned by elementary tensors [F5]; a linear map is determined by its values on a spanning set, so each identity holds on its whole domain, and no general monoidal coherence theorem was invoked.
Tensoring injections and the kernel of a tensor product of quotient maps over a field
Statement
Assume the Axiom of Choice (The Axiom of Choice). Let be a field, let be an injective linear map and let be a -vector space. Then is injective. Moreover, if and are subspaces and , are the quotient maps, then, viewing and as subspaces of through the injections of the first part and the inclusions , ,
Facts & Assumptions
Given: A field , an injective linear map , a -vector space , subspaces , , and the quotient maps , .
The Axiom of Choice holds, so by Every linear subspace of a vector space has a complement: a linear subspace with every linear subspace of a vector space has a complement: for the injections , and the inclusions , , there are subspaces with , and (Internal direct sum : the sum is everything and each summand meets the sum of the others only in ).
The conventions: is the tensor product with its universal property, every element is a finite sum of elementary tensors, the defining relations give , and , and (Scalars, tensor powers, the empty tensor, opposite algebras and finite sums).
Functoriality: defines a linear map, , and (Module homomorphisms induce tensor-product homomorphisms functorially).
Quotient modules consist of cosets, the quotient map is linear with kernel the submodule quotiented by, and kernels and images of linear maps are subspaces (Quotient module with scalar multiplication on additive cosets, Kernel and image of a linear map, Linear subspace of a vector space).
Proof
Injectivity of : by [A1] write and define by ; this is well defined and linear because every element of has a unique decomposition, and . By [F2], , so has a left inverse and is injective.
Containment: for and one has by [F1], because kills ; likewise kills every because kills . Hence and lie in the kernel , which is a subspace by [F3], so their sum lies in the kernel as well.
Complements and an isomorphism: by [A1] write and . The restrictions and are isomorphisms onto and : a coset with equals , so is surjective, and if then by the direct-sum condition, so is injective (and likewise for ); by [F2] the map is then an isomorphism with inverse , where and . Every element of is uniquely with , , so the component maps and are well defined and linear, and likewise for ; consequently each of the three inclusion-induced maps , and has a left inverse induced by the corresponding component projection (for the first, by [F2], and similarly for the others), hence is injective and exhibits its domain inside through the injections of the statement; under these identifications the composite is exactly , since both send to .
Kernel: let and write as a finite sum of elementary tensors by [F1]. Decompose with , and with , by the direct sums of step 1.3 and expand bilinearly by [F1]: , where the first summand lies in , the second in , and the third is the image of . Applying kills the first two summands by step 1.2, so by the identification of step 1.3; injectivity of gives in , hence the third summand is in , and .
Steps 1.2 and 2.1 give the two inclusions, so for the subspaces exhibited through the injections of step 1.1, and step 1.1 itself is the first assertion of the statement.
Coefficient separation for an independent family of vectors, with explicit Choice assumptions
Statement
Assume the Axiom of Choice (The Axiom of Choice). Let be linearly independent vectors in a -vector space and let satisfy in . Then for every ; equivalently, the linear map , , is injective.
If is finite-dimensional the same conclusion is proved without the Axiom of Choice.
Facts & Assumptions
Given: A field , a -vector space with linearly independent vectors , a -vector space , and elements with in .
The Axiom of Choice holds (The Axiom of Choice).
The tensor product conventions: has the universal property, every element is a finite sum of elementary tensors, and the empty tensor is identified with the tensor unit through the unit isomorphisms, so , , is an isomorphism (Scalars, tensor powers, the empty tensor, opposite algebras and finite sums).
Under [A1], for every injective linear map and every -vector space the map is injective (Tensoring injections and the kernel of a tensor product of quotient maps over a field).
The span of a set is the smallest linear subspace containing it (Linear combination of a finite list, and the span as the smallest linear subspace containing ); in particular is a linear subspace containing each , and since it is a subspace it contains every finite linear combination of the .
The span of a finite list consists of its linear combinations. A finite list is an ordered basis exactly when every vector has a unique expansion in it; addition and scaling of the unique coordinate lists show that its coordinate functionals are linear (A finite list is an ordered basis if and only if every equals for exactly one ; those scalars are the coordinates of in that ordered basis).
In a finite-dimensional space every linearly independent subset is contained in a basis, with no choice principle used (If and is a linear subspace of , then is finite-dimensional, , and if and only if ).
Functoriality supplies an additive map with and respects composition (Module homomorphisms induce tensor-product homomorphisms functorially). For linear over , this map is -linear: the scalar action of [F1] gives , and additivity extends this identity to every finite tensor sum.
Proof
Arbitrary dimension, under [A1]. Put , a linear subspace of containing every by [F3]; the inclusion is injective and linear, so is injective by [F2]. Since by [F6], injectivity gives in . Every element of is a linear combination of the finite list by the span clause of [F4], so the list spans , and it is linearly independent by hypothesis, so it is an ordered basis of with linear coordinate functionals satisfying by [F4]. For each , functoriality [F6] gives the linear map , and applying it to the relation yields ; the unit isomorphism of [F1] sends to , so .
Finite dimension, without Choice. If is finite-dimensional, the vectors are distinct and form a linearly independent finite subset of , so by [F5] this subset is contained in a basis of ; listing the finite set with in the first positions gives an ordered basis with for whose coordinate functionals are linear by [F4] and satisfy for . Applying to the relation in by [F6] gives , hence by the unit isomorphism of [F1]; no complement or Zorn extension is used, only the finite-dimensional extension of [F5].
Both cases give for all : step 1.1 under the Axiom of Choice in arbitrary dimension and step 1.2 in finite dimension without it; the map with is linear by bilinearity of elementary tensors [F1] and has trivial kernel, so subtracting two tuples with the same image proves injectivity, which is the equivalent form of the claim.
Remarks
The proof uses AC through the tensor-injection lemma in arbitrary ambient dimension and avoids it when is finite-dimensional. It establishes sufficiency of these assumptions, not necessity of AC or a sharp boundary between choice principles.
Finite tensor duality and basis-independent coevaluation
Statement
Let be finite-dimensional -vector spaces.
- The bilinear map , , induces an isomorphism . For ordered bases of , of with dual bases , , the image of is the dual basis vector of in the product basis of .
- For every ordered basis of the element is independent of the basis and corresponds to under the isomorphism , (For finite-dimensional , the canonical map is an isomorphism). Its image under is the corresponding element of .
- The evaluation , , and the coevaluation , , are independent of the basis and satisfy and , the unit isomorphisms , being understood.
Facts & Assumptions
Given: A field , finite-dimensional -vector spaces , ordered bases of and of with their dual bases, and ordered bases of written .
The tensor product conventions: is the tensor product over with its universal property, every element is a finite sum of elementary tensors, the unit isomorphisms and are given by and , and tensor powers are left-associated with (Scalars, tensor powers, the empty tensor, opposite algebras and finite sums).
The algebraic dual is the space of linear functionals on (Linear functionals and the algebraic dual ).
The dual family of a basis is defined by and linear extension (The dual family associated to a Hamel basis , defined by ).
If is a basis of a finite-dimensional space, its dual family is a basis, so it is linearly independent and spans the dual space (The dual family of a finite basis is a basis of the dual space, with the same dimension).
The elementary tensors of two bases form a basis of the tensor product (The elementary tensors of two bases form the product basis of the tensor product).
Coordinates with respect to an ordered basis are unique, so with the coordinate list of ; for the dual basis of a basis this gives and (A finite list is an ordered basis if and only if every equals for exactly one ; those scalars are the coordinates of in that ordered basis).
For finite-dimensional the map , , is an isomorphism with inverse (For finite-dimensional , the canonical map is an isomorphism).
The symmetry and associativity isomorphisms act on elementary tensors by and (Symmetry and associativity isomorphisms for tensor products over a commutative ring).
The unit isomorphisms and are isomorphisms with the stated formulas (The regular module is a tensor unit: and ).
Proof
Claim 1. For fixed the pairing , , is -bilinear, so it defines a functional with by the universal property in [F1], the star denoting the space of linear functionals [F2]; the assignment is itself -bilinear, so it induces a -linear map by [F1]. On the one hand is a basis of by [F4] and [F5], on the other hand the dual vectors in of the product basis (a basis by [F5]) form a basis of by [F4]; and by [F3], so because linear functionals agreeing on the spanning product basis agree. If satisfies , then and linear independence of the dual product basis [F4] gives all , so is injective; and every is by spanning [F4], so is surjective. Hence is an isomorphism with the stated values on the dual product basis.
Claim 2. By [F7] the map is an isomorphism, so the preimage of is unique and any two bases give the same element as soon as both give . For the coordinate expansion of [F6] gives , hence on a spanning set of , so and the element is the unique preimage of , independent of the basis. Its image under is by the elementary-tensor formula of [F8].
Claim 3. The pairing , , is -bilinear, so it induces , , by [F1]; evaluation is basis-free. The coevaluation is defined by , which by step 1.2 is independent of the basis and equals applied to the unique preimage of ; it is -linear because is spanned by . For the first zigzag, use the conventions of [F1] and the formulas of [F8] and [F9]: for , , the associator sends this to , and sends it to by [F6], which the unit isomorphism identifies with ; both composites are linear in , so they agree everywhere. For the second zigzag, maps under to , the inverse associator sends this to , and sends it to by the dual expansion of [F6], which the unit isomorphism identifies with ; again both composites are linear, so equality on the spanning elements proves the identity.
Steps 1.1, 1.2 and 2.1 prove claims 1, 2 and 3 respectively, with the dual product basis values, the basis independence of the preimage of , and both zigzag identities established.
Remarks
- Infinite dimension is deliberately outside the claim. No surjectivity of is claimed in infinite dimension, and the companion page's An infinite-dimensional tensor-dual functional outside the image ↗ exhibits a functional outside the image when has an infinite basis, so the finite-dimensional hypothesis of part 1 cannot simply be dropped.
The free associative R-algebra on a set and descent of relations
Statement
Let be a commutative ring and a set. There is a unital associative -algebra , the free associative -algebra on , whose underlying -module is free on the set of finite words in (including the empty word), with product given on words by concatenation and extended -bilinearly.
- Universal property. For every -algebra (Algebras over a commutative ring, central structure maps, and algebra homomorphisms) and every map there is a unique unital -algebra homomorphism extending it. When is a field and indexes a basis of a vector space , reproduces the published tensor algebra (Tensor algebra of a vector space, Universal property of the tensor algebra).
- Two-sided ideal description. For the two-sided ideal (The ideal generated by a subset and principal ideals) is the set of finite sums with and .
- Quotient universal property. If is an -algebra homomorphism killing , then factors uniquely through the quotient (A ring homomorphism whose kernel contains a two-sided ideal factors uniquely through the quotient ring); the quotient is the presented -algebra with generators and relations .
Facts & Assumptions
Given: A commutative ring and a set .
A natural number is a von Neumann natural , so a function is a finite list of elements of ; function sets, restrictions and functions extended by one value are available (The natural numbers (von Neumann), The set of all functions ).
Addition of natural numbers satisfies and , is associative and commutative, is cancellative, has as two-sided identity, and is compatible with the order; is trichotomously linearly ordered and means (Addition is associative, Addition is commutative, Left identity for addition, Addition is cancellative, On the order is membership: , is a linear order on , Order is compatible with addition).
The free -module on a set is , with standard basis and unique finitely supported coefficient families; a set map from a basis extends uniquely to an -linear map (The free module on a set and its standard basis, Universal property of the free module on a set).
Balanced pairings induce unique group homomorphisms out of the tensor product with the prescribed values on elementary tensors (Universal property of the tensor product for balanced maps into abelian groups).
An -algebra is a unital ring with a central unital structure map, and algebra homomorphisms are unital ring homomorphisms over it (Algebras over a commutative ring, central structure maps, and algebra homomorphisms, Commutative ring, Ring homomorphism: additive, multiplicative, and required to send to ).
Two-sided ideals are additive subgroups closed under both one-sided multiplications; is the intersection of all two-sided ideals containing (Left, right and two-sided ideals, The ideal generated by a subset and principal ideals).
A ring homomorphism whose kernel contains a two-sided ideal factors uniquely through (A ring homomorphism whose kernel contains a two-sided ideal factors uniquely through the quotient ring, The quotient ring with ).
The tensor algebra of a -vector space is a unital associative -algebra, and every linear map into a unital associative -algebra extends uniquely to a unital -algebra homomorphism ; the degree-one inclusion is (Tensor algebra of a vector space, Universal property of the tensor algebra).
Finite sums satisfy reindexing and Fubini (Finite commutative-monoid sums are invariant under bijective reindexing, split over disjoint unions, and satisfy the finite Fubini rule).
Proof
Words and concatenation. Call a word in a function with its length, and write for the set of words; the empty word is the unique function (there is exactly one, by [F1]). If and , define the concatenation by recursion on : when ; and when , write for the restriction of to , for the last letter, and define as the function extending by the value at the new index (the case split uses that every index satisfies or by trichotomy [F2], and uniqueness of the decomposition for follows from commutativity and cancellation [F2]). Unwinding the two recursive clauses, an index of lying in the first positions carries the corresponding letter of and an index with carries ; associativity is then proved by induction on the length of : for of length both sides are , and for with last letter and predecessor one has by the induction hypothesis and the defining clause, the domains being equal by associativity of addition [F2]; the empty word is neutral since by definition and by the same induction.
The algebra . Let be the free -module on the set of words, with basis ([F3]), and let be the group homomorphism obtained from the -bilinear (hence balanced) pairing by [F4] and [F9]. Define ; the displayed formula makes this multiplication -bilinear and gives . Its associativity follows from associativity of concatenation of step 1.1 after expanding finite sums by bilinearity, and is a two-sided identity because is neutral for concatenation; hence with this multiplication is a unital associative ring, and the map , , is a central unital structure map because scalars commute with the basis, so is a unital associative -algebra [F5] with product given on words by concatenation.
Ideal description. Let be the -algebra of step 2.1 and let ; let be the set of finite sums with , . The empty sum shows ; a sum of two such finite sums is again one, and , so is an additive subgroup; for one has and , so is a two-sided ideal [F6]. It contains , since , and every two-sided ideal contains every with by the left and right ideal properties, hence contains all finite sums in ; therefore is a two-sided ideal containing and contained in every such ideal, so by the description of as the intersection [F6].
Universal property. Let be an -algebra and a map. Define for a word of length , the empty product being , and extend -linearly to by [F3]. Then by the defining concatenation rule and induction on the length, and is unital and -linear, so it is a unital -algebra homomorphism [F5] extending on the words of length one. If is any unital -algebra homomorphism extending , then for every word, by multiplicativity and induction on the length, so on a spanning set and hence everywhere: the extension is unique.
Quotient universal property. Let and let be an -algebra homomorphism killing , so and hence by step 3.1 since the kernel of a ring homomorphism is a two-sided ideal. By [F7] there is a unique ring homomorphism with ; it is unital and respects the structure maps, hence is an -algebra homomorphism, so it is the unique -algebra factorization, and is the presented -algebra on generators and relations .
Tensor algebra. Now let be a field and let index a basis of a -vector space , so , is a bijection onto a basis. The map , , extends by step 3.2 to a unital -algebra homomorphism , and the linear map with (existing by [F3]) extends by [F8] to a unital -algebra homomorphism . The composite fixes every one-letter word , hence is the identity by the uniqueness in step 3.2; and restricts to the identity on , so by the uniqueness in [F8] it is the identity on . Thus is an isomorphism of unital -algebras and reproduces .
Collecting: step 1.1 constructs the words and their associative concatenation, step 2.1 the -algebra free on the words on which the product is concatenation, step 3.2 its universal property, step 4.2 the tensor-algebra identification for a field, step 3.1 the two-sided ideal description and step 4.1 the quotient universal property, so all three parts of the claim hold.
Presentation base change and transport of explicit bases to commutative specializations
Statement
Let be a homomorphism of commutative rings, let be a set and let be the free -algebra on (The free associative R-algebra on a set and descent of relations).
- There is a unique -algebra isomorphism with on words; its inverse sends a word to that word.
- If is a two-sided ideal, then there is a unique -algebra isomorphism , sending to , the image ideal being generated by the images of the relations. No flatness or freeness of over is assumed.
- If an -algebra is free as an -module with basis , then is a free -module with basis . Consequently an explicitly constructed basis isomorphism of a presentation may be tensored with to give a basis in every commutative specialization.
Facts & Assumptions
Given: A homomorphism of commutative rings, a set , and a two-sided ideal .
is the free associative -algebra on : it is free as an -module on the words in , the product is concatenation, and every map into a unital -algebra extends uniquely to an -algebra homomorphism (The free associative R-algebra on a set and descent of relations).
Extension of scalars: is an -module through and also an -module, so is an -module with , and balanced pairings induce linear maps out of tensor products (Restriction of scalars and extension of scalars along a ring homomorphism , Universal property of the tensor product for balanced maps into abelian groups).
For -algebras the tensor product is an -algebra with and unit (The tensor product of -algebras has multiplication , Algebras over a commutative ring, central structure maps, and algebra homomorphisms).
Tensoring is right exact: the tensor of an exact sequence is exact, so the kernel of the tensored surjection is the image of the tensored map on (Tensoring is right exact).
A ring homomorphism killing a two-sided ideal factors uniquely through the quotient ring (A ring homomorphism whose kernel contains a two-sided ideal factors uniquely through the quotient ring, The quotient ring with ).
A free module on a set has a standard basis with unique finite expansions, and a set map from a basis extends uniquely to a linear map (The free module on a set and its standard basis, Universal property of the free module on a set).
Proof
The map . Let be the -algebra homomorphism extending the generator map (which need not be injective when is the zero ring), existing by [F1]. The pairing , , is additive in each variable and satisfies because is -linear [F3, F1], so by [F2] it induces an -linear map with ; it is -linear because . The map , , is unital and central by [F3], so the tensor product is an -algebra with , and and ; so is a unital -algebra homomorphism, and on a word .
Part 2. The quotient map is a surjective -algebra homomorphism with kernel , so the sequence is exact, and tensoring with over gives an exact sequence whose middle map is with kernel by [F4]. The set is a two-sided ideal of the -algebra : it consists of finite sums with and is an additive subgroup, left multiplication by an elementary tensor gives with , right multiplication gives with , and additivity extends both closures to all of . Moreover is generated as an ideal by the images of the relations, since . By [F5] the surjective -algebra homomorphism , which kills , factors through a surjective -algebra homomorphism with kernel , hence an isomorphism. Its inverse is induced on the quotient by the pairing , which is well defined because gives and is bilinear by [F2]; the two maps are inverse because they are inverse on the spanning elements and . The inverse is the unique -algebra map with these prescribed values, since the tensors span its source.
Part 3. Let be free with basis , so every has a unique expansion by [F6]. The pairing , , is additive in each variable and satisfies because the coordinates of are , and ; by [F2] it induces an -linear map with , in particular , and the -linear map with , existing by [F6], satisfies on the standard basis and ; since elementary tensors and basis elements span, and are mutually inverse isomorphisms. Hence is an -basis of , and an explicitly constructed basis isomorphism of a presented -algebra may be tensored with to transport the basis to every commutative specialization.
Inverse for part 1. The map , , extends by the universal property of [F1] applied over to an -algebra homomorphism , and for a word one has by multiplicativity and [F3]; hence for every and word , so on the spanning elementary tensors . Conversely and the identity of are unital -algebra homomorphisms agreeing on the generators , so by the uniqueness in [F1] they are equal. Thus is an -algebra isomorphism, unique because it is determined on the spanning elementary tensors, and sends a word to .
Collecting: step 1.1 constructs and step 2.1 proves it is the unique -algebra isomorphism of part 1 with the stated values; step 1.2 proves the quotient identification of part 2 with the image ideal generated by the relations and no flatness hypothesis; step 1.3 proves the free-basis transport of part 3.
Multivariate polynomial and Laurent rings over commutative rings, domains and fraction fields
Statement
Let be a commutative ring and .
- Multivariate polynomial ring. The ring of Polynomial rings in finitely many commuting indeterminates by iteration is a commutative -algebra, free as an -module on the monomials (), and for every commutative -algebra and elements there is a unique -algebra homomorphism with . If is an integral domain, so is .
- Laurent polynomial ring. The set of finitely supported functions with coefficientwise addition and convolution (summed only over the finite supports of and ) is a commutative -algebra, free as an -module on the monomials (); each is a unit. For every commutative -algebra and units there is a unique -algebra homomorphism with . If is an integral domain, so is ; no domain assertion is made over a ring with zero divisors. Only finitely many variables are used; in applications to Coxeter systems with a finite generator set, may nevertheless be infinite.
- Fraction field. If is an integral domain, then on pairs with and , the relation iff is an equivalence relation compatible with and , and the quotient is a field containing through . The same construction gives the fraction field of .
Facts & Assumptions
Given: A commutative ring , an integer , and a commutative -algebra .
The polynomial ring is the set of finitely supported functions with coefficientwise addition and convolution ; its elements are written , and the constant embedding sends to the sequence supported at with coefficient (The polynomial ring over a commutative ring as finitely supported coefficient sequences with convolution).
These operations make a commutative ring and the constant map an injective unital ring homomorphism (Polynomial convolution makes a commutative ring containing as its constant subring).
A coefficient homomorphism and the image of determine a unique unital ring homomorphism ; it is (Universal property of : a coefficient homomorphism and the image of determine a unique ring homomorphism).
is defined by and , so all indeterminates commute (Polynomial rings in finitely many commuting indeterminates by iteration).
If is an integral domain then so is , including (A polynomial ring in finitely many indeterminates over an integral domain is an integral domain).
The free module has standard basis and every element is uniquely a finite sum (The free module on a set and its standard basis).
A set map from a basis into a module extends uniquely to an -linear map (Universal property of the free module on a set).
Finite sums in a commutative monoid are invariant under reindexing, split over disjoint unions and satisfy Fubini (Finite commutative-monoid sums are invariant under bijective reindexing, split over disjoint unions, and satisfy the finite Fubini rule).
An integral domain is a commutative ring with and no zero divisors: implies or (Zero divisor, and integral domain: a commutative ring with and no zero divisors, Commutative ring).
Equivalence relations, classes and quotient sets; a relation between pairs is an equivalence relation when reflexive, symmetric and transitive (Equivalence relation, equivalence class, and the quotient set ).
An -algebra carries a central unital structure map (Algebras over a commutative ring, central structure maps, and algebra homomorphisms, Ring homomorphism: additive, multiplicative, and required to send to ).
The integers form a totally ordered commutative ring; in particular their addition is associative and commutative and their order is translation-invariant (The integers form a totally ordered ring).
The units of a ring form a group, with integer powers defined by natural powers and inverses and satisfying (The units of a ring are the invertible elements of its multiplicative monoid, and is a group under multiplication; only in the zero ring, Powers : natural exponents in a monoid and integer exponents in a group, with , Exponent laws in a group: and for all , and when and commute).
Proof
Multivariate basis and universal property, by induction on . For , by [F4], the single monomial is a basis of the free rank-one module by [F6], and the structure map of is the unique -algebra homomorphism by [F11]. For the step, put , free over on the monomials by induction, and by [F4]: by [F1] and [F2] (applied over the coefficient ring ) an element of is a finitely supported function with , each a finite -linear combination, so substituting the unique coefficient expansions gives a unique finite -linear combination of the monomials , and these therefore form an -basis indexed by ; applying [F3] twice, a unital -algebra homomorphism is exactly a unital -algebra homomorphism together with an element (the image of ), which by induction is exactly images of the generators.
If is an integral domain, is one by [F5].
Construction of : let be the free -module with standard basis the monomials by [F6], and define multiplication on the basis by , extended -bilinearly, so that is a finite sum by [F8], and is finite. The rule is closed and associative because has associative, commutative coordinatewise addition by [F12] and reindexing the finite triple sum gives by [F8]; it is commutative because and is commutative; it is distributive over the coefficientwise addition inherited from [F6]; and the basis vector , coefficient at and elsewhere, is a two-sided identity. Hence is a commutative ring, it is an -algebra through by [F11], it is free on the monomials by construction, and each is a unit since the monomial with coefficient satisfies .
Universal property of : let be units and for put , negative exponents denoting powers of the inverses. Every element of is a unique finite sum by [F6], so extends uniquely to an -linear map by [F7]; it is a unital ring homomorphism because and in by [F13], applied in the unit group of , which is abelian because is commutative, and it is the unique -algebra homomorphism with because the monomials span.
Domain of : suppose is an integral domain. Order lexicographically: distinct tuples are compared at their first differing coordinate. By [F12] the integer order is total, and adding the same tuple preserves that first differing coordinate and its strict comparison; hence this is a translation-invariant total order (for , there is just the empty tuple). For nonzero the finite supports are nonempty and have greatest elements . A coefficient with is a sum of products with , and each such term has (then ) or (then ), since and would give ; so for . For every term indexed within the supports with has and then by strict order invariance, hence vanishes, and the remaining term is because has no zero divisors [F9]; so and . Since in , the unit of differs from , so is an integral domain.
Fraction field for a commutative integral domain : on define iff . This is reflexive and symmetric, and transitive: from and one gets , so cancellation of the nonzero in the domain gives . Sums and products have nonzero second components since has no zero divisors, and they respect : if and then and , so the operations are well defined on the quotient set of [F10]. Writing for , addition of in either order gives , multiplication in either order gives , and distributivity gives on both sides. Commutativity follows from that in ; and are the identities, and is the additive inverse of . Thus is a commutative ring, with because in , and is a field: for a class one has , so that since , and hence is an inverse. Finally is a unital ring homomorphism with kernel , so it injects into .
Collecting the clauses: step 1.1 gives the monomial basis, the universal property and, with [F5] as used in step 1.2, the domain assertion of the multivariate clause; step 1.3 gives the ring structure, freeness and the unit property of , step 1.4 its unit-substitution universal property, and step 1.5 its domain assertion. If is an integral domain then is a domain by step 1.5 and is a domain by step 1.2, so step 1.6 applies to both and yields the fraction field and the fraction field of with the embedding , which completes all three parts of the claim.
Finite matrix and module preliminaries: right inverses, rank invariance, finite length and nilpotent trace
Statement
Let be a field.
- Let be a commutative ring, a free -module of finite rank with basis , and let span . Then the coordinate matrix of in the basis has a right inverse, is a unit of , and is a basis of . The determinant is formed for ; for the module is the zero module and the empty family is its basis, with no determinant clause.
- If is a field extension and , then the rank of over equals its rank over .
- Let be a finite-dimensional -algebra and a finite-dimensional left -module. A proper submodule has strictly smaller -dimension, a maximal proper submodule of a nonzero finite-dimensional module exists by maximal dimension (no arbitrary Choice), and iterating produces a finite composition series of (Composition series and length of a module); in particular has finite length.
- If are simple -modules and is a submodule, then is isomorphic to a direct sum of a subfamily of the , and has a complement in .
- If is -linear with for some , then (The basis-independent trace of an endomorphism of a finite-dimensional vector space).
Facts & Assumptions
Given: A field ; a commutative ring ; a free -module of finite rank with basis and vectors spanning ; a field extension and a matrix ; a finite-dimensional -algebra and a finite-dimensional left -module ; simple -modules and a submodule ; a -linear with for some .
A free module on a set has a standard basis with unique finite expansions, and a family is a basis of a module when every element is uniquely a finite -linear combination of the (The free module on a set and its standard basis).
Matrix product and identity over a commutative ring: , and has entry on the diagonal and elsewhere (Entrywise ring-matrix operations, rectangular matrix products, identity matrices and transpose).
Invertibility over a commutative ring means the existence of with , and the inverse is unique (Invertible square matrices and similarity over a commutative ring).
The Leibniz determinant is and is multiplicative, (For , the determinant over a commutative ring by the Leibniz formula, and for a real matrix, For same-sized finite square matrices over a commutative ring, ).
A matrix over a commutative ring is invertible if and only if is a unit of (A positive-sized square matrix over a commutative ring is invertible if and only if its determinant is a unit).
Every family of nonempty sets indexed by a natural number has a choice function (Every natural-number-indexed list of nonempty sets has a choice function on its family of values).
The row space is the span of the rows, and , defined because a finite list spans it (Row space, column space, nullspace, row rank, column rank and matrix rank).
An -algebra has a central structure map, and a left module over a -algebra is a -vector space through that map (Algebras over a commutative ring, central structure maps, and algebra homomorphisms, Unital left and right modules over a ring; unqualified module means left module).
A subspace of a finite-dimensional space is finite-dimensional with no larger dimension; holds for exactly when ; every independent subset of a finite-dimensional space is contained in a basis (If and is a linear subspace of , then is finite-dimensional, , and if and only if ).
Ordered bases give unique coordinates, and the matrix of a linear map has as its -th column the coordinate column of (A finite list is an ordered basis if and only if every equals for exactly one ; those scalars are the coordinates of in that ordered basis, Coordinate columns and matrices of linear maps relative to ordered bases).
The trace of a square matrix is the sum of its diagonal entries, and the trace of an endomorphism of a finite-dimensional space is the trace of any matrix of it (The trace as the sum of the diagonal entries, The basis-independent trace of an endomorphism of a finite-dimensional vector space).
For a subfield of , every -vector space is an -vector space by restricting scalars, and , are the function spaces with pointwise operations (Subfield: a subring of a field closed under inverses of its nonzero elements, and therefore a field with the restricted operations, A field is a vector space over itself, and over any subfield every -vector space is a -vector space by restricting the scalars, The vector space of all functions with pointwise operations, and as the case ).
Submodules, quotient modules, simple modules, composition series and length (Submodule of a module, Quotient module with scalar multiplication on additive cosets, Simple module: a nonzero module with no proper nonzero submodule, Composition series and length of a module).
The direct sum is the submodule of the product of tuples with finite support, with coordinate inclusions (The direct sum of an indexed family of modules).
Proof
Write the unique coordinate expansion of each in the basis ; this is the coordinate matrix , and identifying with through coordinate expansions of [F1] carries to the -th column of and is an -module isomorphism. Since the span , the columns span , so for every the set is nonempty; by [F6] applied to the function on there are with , and denotes the matrix with -th column .
Let be the -row space of and an -basis of it, so that by [F7]; by [F12] the field extension makes an -vector space containing , and viewing rows and the in , every row of is an -combination of the and hence an -combination, so every -combination of the rows is an -combination of the : each is itself an -combination of the rows and therefore lies in , so the list -spans the -row space of the matrix read over .
A submodule of is closed under -scalars through the structure map of the -algebra of [F8], hence is a -linear subspace of ; consequently, if are submodules then by [F9].
Claim 4 is proved by induction on . For the direct sum is , so is the empty direct sum with complement ; for the only submodules of the simple module are and , the direct sums over the empty and the full subfamily, with complements and ; for , write and , a direct sum of simple modules, so that with the coordinate projections as in [F14], and let be a submodule.
If is -linear with , put for , so that and is a chain of -subspaces of the finite-dimensional space , with finite-dimensional for every by [F9]; extend a basis of successively to a basis of using the extension clause of [F9] and concatenate the successive blocks to an ordered basis of in the sense of [F10].
By [F2] the -th column of is , so ; by [F4] , and the Leibniz expansion of has vanishing products unless , so for and : the determinant is a unit of with inverse .
Suppose in with all . The coefficients span an -subspace that is spanned by the finitely many ; discarding from that finite spanning list each vector lying in the span of those retained leaves an -basis of , and with . For each coordinate the equality gives in ; the are -independent in and the coefficients lie in , so they all vanish, that is in for every ; the are -independent, so every and hence every : the list is -independent.
Let . The -dimensions of the proper submodules form a nonempty set of natural numbers, since the zero submodule is proper and has dimension , bounded above by by [F9]; let be its largest element and let be a proper submodule with (one selection from a nonempty set of submodules). Then is maximal proper: if , step 1.3 gives , so is not a proper submodule with dimension at most , whence .
Case of claim 4. Since is simple and is a nonzero submodule of it, , and for with , one has ; hence with the sum direct because . By the induction hypothesis applied to there are a subfamily , , with and a submodule with and ; then , and is a complement of in , because and an element of lies in , hence has zero -component and lies in .
By [F5] the unit determinant of step 2.1 makes invertible, so [F3] gives with ; if in , then , so the columns of are linearly independent and, being spanning, they form a basis of ; applying the coordinate isomorphism to the preimages shows is a basis of , which proves claim 1 for ; for the module is with empty basis by [F1] and there is no determinant clause.
The list is -independent by step 2.2 and -spans by step 1.2, so it is an -basis of ; therefore by [F7], which is claim 2.
Iteration for claim 3: starting from and repeatedly replacing a nonzero module by a maximal proper submodule, which exists by step 2.3, produces a strictly decreasing chain of finite-dimensional submodules, because each is finite-dimensional by [F9] and each step strictly lowers the -dimension, so the process terminates after at most steps. Reading the chain upwards gives , and each factor is simple: if it had a nonzero proper submodule , the preimage would be a submodule strictly between and , contradicting maximality of in ; this is a finite composition series of in the sense of [F13], so has finite length.
Case of claim 4. The projection is then injective, and is a submodule to which the induction hypothesis applies: there are a subfamily , , with and a submodule with and . For let be the -component of the unique with , so that this is and ; the projection and the -component map are -module homomorphisms; the inverse of the restricted projection respects addition and -scalars, so is a -module homomorphism. Every with , , , equals , and if with , , then projecting to gives , so , and by linearity of , whence ; therefore is a complement of in , and through the injective projection.
Cases 2.4 and 3.4 cover every submodule according to whether is zero, and in both cases is isomorphic to a direct sum of a subfamily of and has a complement in ; with the case of step 1.4 this proves claim 4 by induction on .
In the ordered basis of step 1.5, a basis vector coming from the -th block satisfies , which is the span of the blocks preceding ; the matrix of in this ordered basis of [F10] therefore has zeros on its diagonal, and is the trace of that matrix by [F11] and thus the sum of its diagonal entries, which is . This proves claim 5, and with steps 3.1, 3.2, 3.3, 4.1 all five claims are proved.
The left regular module and its tensor powers detect linear and tensor identities
Statement
Let be a commutative ring and let be a unital -algebra (Algebras over a commutative ring, central structure maps, and algebra homomorphisms), with regarded as its left regular module.
- For one has if and only if .
- For the tensor power is a left -module via . If for all , then ; in particular the single element detects equality. The analogous statement holds for the right regular structure. The empty tensor power carries no canonical left -module structure here, so no case is claimed.
- For , if are -multilinear and agree on every -tuple, then the -linear maps they induce (Finite iterated tensor products represent multilinear maps independently of parenthesization) agree; conversely, agreement of the induced maps gives agreement on all pure tensors .
- Descent warning: if is a quotient of -algebras (A ring homomorphism whose kernel contains a two-sided ideal factors uniquely through the quotient ring), the induced map is surjective, but an identity between -linear maps out of may be checked on images of pure tensors of only after those maps have been shown to be well defined on the quotient; surjectivity alone is not descent.
Facts & Assumptions
Given: A commutative ring , a unital -algebra , an -module for claim 3, a two-sided ideal , and an integer .
A unital -algebra has a central unital structure map and is a left and right module over itself; for a left -module the action satisfies and (Algebras over a commutative ring, central structure maps, and algebra homomorphisms, Unital left and right modules over a ring; unqualified module means left module).
The tensor product exists with its balanced universal property, every element is a finite sum of elementary tensors, and an -multilinear map out of induces a unique -linear map out of the -fold tensor power, independently of parenthesization (The tensor product from the additive group underlying the free -module on , elementary tensors, and finite tensor sums, Universal property of the tensor product for balanced maps into abelian groups, Finite iterated tensor products represent multilinear maps independently of parenthesization).
Tensoring a surjective homomorphism is surjective (Tensoring is right exact).
A ring homomorphism whose kernel contains a two-sided ideal factors uniquely through the quotient ring (A ring homomorphism whose kernel contains a two-sided ideal factors uniquely through the quotient ring, The quotient ring with ).
Proof
Claim 1: is a two-sided identity of the regular module, so and by [F1]; conversely is .
Claim 2: for the map , , is -multilinear, so it induces an -linear map with by [F2]. On elementary tensors , and , and since elementary tensors span [F2], these identities extend to all of , so makes a left -module [F1]. The -fold multiplication is the -linear map induced by the -multilinear product [F1, F2], and for elementary tensors and hence for all by linearity. If for all , then in particular , that is ; applying gives , and while by [F1], so : the single element detects equality. The right-handed statement is the mirror computation with .
Claim 3: by [F2] the -multilinear map induces the unique -linear map with , and likewise for ; if as functions then and agree on every elementary tensor, hence on the whole tensor power, so . Conversely, if , then for every tuple , so the multilinear maps agree on all tuples and the induced maps agree on all pure tensors.
Claim 4: the quotient map is a surjective -algebra homomorphism, and is surjective by iterated [F3]; it sends an elementary tensor to . If is an -linear map out of the quotient tensor power, then to check an identity between two such maps on images of pure tensors of one must first know that each map is well defined on the quotient, equivalently, any proposed map must annihilate , so that for a well-defined map ; that is the descent obligation, and surjectivity of alone equips no map out of with a well-defined value on a class. For ring-level descent the quotient universal property [F4] is the tool: a homomorphism killing factors uniquely through .
Collecting: step 1.1 proves claim 1, step 1.2 proves both the module structure and the detection statement of claim 2 together with its right-handed mirror, step 1.3 proves both directions of claim 3, and step 1.4 records the descent warning of claim 4.
5 · Examples, counterexamples and false statements
None yet.
Sources
- Keith Conrad, Tensor products (University of Connecticut expository notes, 60 pp.)
- The CRing Project, open-source commutative algebra text (2016 PDF; Chapter 13)
- George M. Bergman, An Invitation to General Algebra and Universal Constructions (Springer Universitext; author's revised PDF v3.4, April 30, 2020)