Glue the couplings one at a time by amalgamated free products over the law mu into a consistent sequence of joint laws, realise these as a chain of tracial W*-probability spaces linked by marginal embeddings, and read off s and in the inductive limit.
Each result cited is universally quantified over the data in its own statement. Fix , , , and as in the statement.
Notation. For a law and a polynomial in its variables, is the left multiplication operator on the complex GNS space given by Left and Right Multiplication Operators on the Complex GNS Space of a Noncommutative Law: Boundedness, Algebra Rules, Adjoints, Commutation, the Vacuum and the Conjugation §multiplication; , and are the vacuum vector, tracial algebra and trace, as in Noncommutative Laws, Couplings and the Wasserstein Distance: Standing Notation §gns. The letter denotes an identity operator. For , with the product of and , let
be the substitutions of the indicated tuples of variables. A map satisfies if and . For , every variable of lies in by Noncommutative Polynomials Form a Unital Complex Algebra with Involution: Linear Extension from Monomials, Products, Adjoints and Self-Adjoint Parts §self-adjoint and satisfies by Noncommutative Polynomials Form a Unital Complex Algebra with Involution: Linear Extension from Monomials, Products, Adjoints and Self-Adjoint Parts §adjoint; hence, for every (which lies in some by Noncommutative Laws of Finitely Many Self-Adjoint Variables with a Norm Bound §law) and , Left and Right Multiplication Operators on the Complex GNS Space of a Noncommutative Law: Boundedness, Algebra Rules, Adjoints, Commutation, the Vacuum and the Conjugation §adjoint gives and that is self-adjoint.
Step 1 (the couplings and the first block). Let . Since , Couplings of Noncommutative Laws: the Norm Bound, the Cost Identity, the Tensor, Diagonal and Swapped Couplings, Weak-Star Closedness, and Displacement Interpolants §bound gives , so by Noncommutative Laws of Finitely Many Self-Adjoint Variables with a Norm Bound §law. By Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §composition, with for , and by Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §values (the first entries of the tuple of are ); thus , where by Couplings of Two Noncommutative Laws and Their Quadratic Cost §marginals. Consequently, if satisfies , then by Couplings of Two Noncommutative Laws and Their Quadratic Cost §coupling (for )
Step 2 (one gluing step: the amalgamation data). Fix and a map satisfying . Take the data of Two Noncommutative Laws with a Common Marginal: Standing Notation for Their Amalgamated Free Product §data with ; with , first law and the -tuple in ; and with , second law and the -tuple in . Here by and Noncommutative Laws of Finitely Many Self-Adjoint Variables with a Norm Bound §law, and by Step 1. The common marginal condition holds with marginal : , so by (1.1); and , so by Couplings of Two Noncommutative Laws and Their Quadratic Cost §coupling. The two laws which that setting calls are here and (our couplings play no role in this step); its common marginal is our . In the notation of Two Noncommutative Laws with a Common Marginal: Standing Notation for Their Amalgamated Free Product §algebras and Two Noncommutative Laws with a Common Marginal: Standing Notation for Their Amalgamated Free Product §embeddings: , , , and , are the embeddings of Marginals of a Noncommutative Law: the Isometry of GNS Spaces, the Trace-Preserving Embedding of Tracial Algebras and the Conditional Expectation §embedding for and . Let , and be the amalgamated free product space, its vacuum vector and its vacuum state (The Amalgamated Free Product Space of Two Noncommutative Laws over a Common Marginal, Its Vacuum Vector and Vacuum State §space, The Amalgamated Free Product Space of Two Noncommutative Laws over a Common Marginal, Its Vacuum Vector and Vacuum State §vectors, The Amalgamated Free Product Space of Two Noncommutative Laws over a Common Marginal, Its Vacuum Vector and Vacuum State §state), so that for , and let be the actions of The Amalgamated Free Product Space: Multilinearity of the Tuple Vectors and the Bounded Left Actions of the Two Tracial Algebras §actions; The Amalgamated Free Product of Two Noncommutative Laws over a Common Marginal: Representations, Amalgamation, Freeness and the Tracial Vacuum State applies to them. All these objects are determined by through the cited constructions; no choice is made.
For , by The Tracial Algebra of a Noncommutative Law: a Norm-Closed Unital *-Algebra with a Faithful Positive Trace, Determined by Vacuum Vectors, Closed under Square Roots §star-algebra, and Marginals of a Noncommutative Law: the Isometry of GNS Spaces, the Trace-Preserving Embedding of Tracial Algebras and the Conditional Expectation §homomorphism with Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §values gives and . Hence The Amalgamated Free Product of Two Noncommutative Laws over a Common Marginal: Representations, Amalgamation, Freeness and the Tracial Vacuum State §amalgamation yields
Step 3 (one gluing step: the glued law). Keep the data of Step 2 and put . Define and by , for , and , for ; these operators lie in , respectively , by The Tracial Algebra of a Noncommutative Law: a Norm-Closed Unital *-Algebra with a Faithful Positive Trace, Determined by Vacuum Vectors, Closed under Square Roots §star-algebra. Let be the -tuple in with .
(a) Self-adjointness and norms. By Notation, , so by The Amalgamated Free Product of Two Noncommutative Laws over a Common Marginal: Representations, Amalgamation, Freeness and the Tracial Vacuum State §representation; by Adjoint of a Linear Map between Complex Inner Product Spaces §adjoint this means for all , that is, is self-adjoint in the sense of Self-Adjoint Operator. Since and , Left and Right Multiplication Operators on the Complex GNS Space of a Noncommutative Law: Boundedness, Algebra Rules, Adjoints, Commutation, the Vacuum and the Conjugation §multiplication (with , respectively , and in place of its and ) gives , so by The Amalgamated Free Product of Two Noncommutative Laws over a Common Marginal: Representations, Amalgamation, Freeness and the Tracial Vacuum State §representation, for every .
(b) Traciality. We show for all . If , then by Evaluation of Noncommutative Polynomials at a Tuple of Bounded Operators §word-products and both sides equal ; likewise if . For nonempty , and by Evaluation of Noncommutative Polynomials at Bounded Operators: a Unital Homomorphism Compatible with Adjoints, Substitution, Representations and the GNS Multiplication Operators §values, so it suffices to prove
First, for a letter and a nonempty word of length with letters , we have (3.2). Indeed, by Evaluation of Noncommutative Polynomials at a Tuple of Bounded Operators §word-products and Evaluation of Noncommutative Polynomials at Bounded Operators: a Unital Homomorphism Compatible with Adjoints, Substitution, Representations and the GNS Multiplication Operators §values, and , products of the same factors with the first moved to the end, so (3.2) is The Amalgamated Free Product of Two Noncommutative Laws over a Common Marginal: Representations, Amalgamation, Freeness and the Tracial Vacuum State §trace with . We prove (3.1) by induction on the length of , for all nonempty simultaneously. If , then is a letter by Basic Properties of Words: Associativity, Reversal, Finitely Many Factorisations, and Countability §last-letter and (3.1) is (3.2). Suppose (3.1) holds for all of length , and let have length . By Basic Properties of Words: Associativity, Reversal, Finitely Many Factorisations, and Countability §last-letter, with of length ; by Basic Properties of Words: Associativity, Reversal, Finitely Many Factorisations, and Countability §monoid, , and , the words and being nonempty. The induction hypothesis (for and ) and (3.2) (for and ) give
(c) The law. By The Amalgamated Free Product of Two Noncommutative Laws over a Common Marginal: Representations, Amalgamation, Freeness and the Tracial Vacuum State §marginals, . By (a), (b) and The Law of a Tuple of Bounded Self-Adjoint Operators in a Tracial Vector State §law (with , , in place of its , , ), the map
belongs to . It is determined by .
Step 4 (one gluing step: the marginals of ). (a) Let . By Evaluation of Noncommutative Polynomials at Bounded Operators: a Unital Homomorphism Compatible with Adjoints, Substitution, Representations and the GNS Multiplication Operators §substitution (for the tuple of and the tuple ) and Evaluation of Noncommutative Polynomials at Bounded Operators: a Unital Homomorphism Compatible with Adjoints, Substitution, Representations and the GNS Multiplication Operators §values, . Apply Evaluation of Noncommutative Polynomials at Bounded Operators: a Unital Homomorphism Compatible with Adjoints, Substitution, Representations and the GNS Multiplication Operators §transport with , , , , , in place of its , , , , , : the set contains and these operators and is closed under sums, complex multiples and composition by The Tracial Algebra of a Noncommutative Law: a Norm-Closed Unital *-Algebra with a Faithful Positive Trace, Determined by Vacuum Vectors, Closed under Square Roots §star-algebra, and is linear, multiplicative and unital by The Amalgamated Free Product of Two Noncommutative Laws over a Common Marginal: Representations, Amalgamation, Freeness and the Tracial Vacuum State §representation. With Evaluation of Noncommutative Polynomials at Bounded Operators: a Unital Homomorphism Compatible with Adjoints, Substitution, Representations and the GNS Multiplication Operators §gns (for ), which gives , this yields . By The Amalgamated Free Product of Two Noncommutative Laws over a Common Marginal: Representations, Amalgamation, Freeness and the Tracial Vacuum State §marginals and The Tracial Algebra of a Noncommutative Law: a Norm-Closed Unital *-Algebra with a Faithful Positive Trace, Determined by Vacuum Vectors, Closed under Square Roots §trace, . Thus .
(b) Let . The tuple of is , so as in (a), . By (2.1), , and by definition , for . So this -tuple is , and exactly as in (a), with , , , , in place of , , , , ,
Thus , and with Step 3(c), satisfies .
Step 5 (the consistent laws, by recursion on ). Let and define by , the law of Step 3(c) built from , if satisfies , and otherwise; this is a map into since (Noncommutative Laws of Finitely Many Self-Adjoint Variables with a Norm Bound §law) and is determined by , so no choice is involved. As by Step 1, Definition of Sequences by Recursion on the Natural Numbers §recursion gives a sequence in with and for every . By induction on , satisfies : by Step 1, and is the identity of by Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §identity, so ; and if satisfies , then is the law built from , which satisfies by Step 4(b). Consequently, for every , Step 4(a) applies to , and
Step 6 (a chain of tracial W-probability spaces).* For write , , and for . As , The Tracial Algebra of a Noncommutative Law is a Tracial W*-Probability Space: the W*-Closure of the Left Multiplications §w-star shows that is a tracial W*-probability space with trace . Let be the map of Marginals of a Noncommutative Law: the Isometry of GNS Spaces, the Trace-Preserving Embedding of Tracial Algebras and the Conditional Expectation §embedding with , , and the tuple in in place of its , , and ; then its is , and its marginal law is by (5.1), so indeed maps into . By Marginals of a Noncommutative Law: the Isometry of GNS Spaces, the Trace-Preserving Embedding of Tracial Algebras and the Conditional Expectation §homomorphism, is linear, , , and for ; so, the traces being and , is a trace-preserving embedding of into in the sense of Trace-Preserving Embeddings of Tracial W*-Probability Spaces, Their Implementing Isometries and Conditional Expectations §embedding. The same clause and Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §values give
Step 7 (the inductive limit and the tuples). Apply Inductive Limits of Tracial W*-Probability Spaces along Trace-Preserving Embeddings with in place of its : this gives a tracial W*-probability space and trace-preserving embeddings of into with for and (Inductive Limits of Tracial W*-Probability Spaces along Trace-Preserving Embeddings §compatible). Let and ; we show by induction on with that
For this is trivial. If it holds for , then , so by (6.1) and compatibility . Define, for and ,
and , ; here . These are elements of . By Trace-Preserving Embeddings Preserve Operator Norms and Compose §norm and Left and Right Multiplication Operators on the Complex GNS Space of a Noncommutative Law: Boundedness, Algebra Rules, Adjoints, Commutation, the Vacuum and the Conjugation §multiplication (for , by (5.1)), and .
Step 8 (the laws). Fix and let be the -tuple . Its entries lie in by The Tracial Algebra of a Noncommutative Law: a Norm-Closed Unital *-Algebra with a Faithful Positive Trace, Determined by Vacuum Vectors, Closed under Square Roots §star-algebra and are self-adjoint by Notation, so is a self-adjoint -tuple in (Self-Adjoint Tuples in a Tracial W*-Probability Space and Their Laws §tuple). By (7.1) (with , , in place of , , ), for ; hence . By Laws of Self-Adjoint Tuples in a Tracial W*-Probability Space: Moments, Affine Images, Couplings, Embeddings and L^2 Approximation §embedding (with , , , , in place of its , , , , ), this is a self-adjoint -tuple in with law . In particular every and is a self-adjoint element of , so and are self-adjoint -tuples in , and the -tuple of Laws of Self-Adjoint Tuples in a Tracial W*-Probability Space: Moments, Affine Images, Couplings, Embeddings and L^2 Approximation §coupling is this tuple; thus .
Let be the -tuple of and . By Evaluation of Noncommutative Polynomials at Bounded Operators: a Unital Homomorphism Compatible with Adjoints, Substitution, Representations and the GNS Multiplication Operators §values, , so for , Self-Adjoint Tuples in a Tracial W*-Probability Space and Their Laws §law, Evaluation of Noncommutative Polynomials at Bounded Operators: a Unital Homomorphism Compatible with Adjoints, Substitution, Representations and the GNS Multiplication Operators §substitution, The Tracial Algebra of a Noncommutative Law is a Tracial W*-Probability Space: the W*-Closure of the Left Multiplications §law (for ) and (5.1) give
Hence . By Laws of Self-Adjoint Tuples in a Tracial W*-Probability Space: Moments, Affine Images, Couplings, Embeddings and L^2 Approximation §coupling, , so by Couplings of Two Noncommutative Laws and Their Quadratic Cost §coupling, applied to this coupling and to ,
Together with the norm bounds of Step 7, this proves the claim.
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