Proof of Marginals of a Noncommutative Law: the Isometry of GNS Spaces, the Trace-Preserving Embedding of Tracial Algebras and the Conditional Expectation
lemmalem:marginal-embedding-nc-law-2026aDensity preliminary: continuous maps on a complex GNS space agreeing on classes coincide. (1) Bound on multiplication by plus the pull-back lemma. (2) V extends p-hat -> sigma(p)-hat via the complex completion extension theorem; intertwining relations on classes, then density and adjoints. (3) The vector V T Omega satisfies the bounded-vector criterion with constant ||T||, via D = FF in the tracial algebra and trace positivity. (4) Compare vacuum vectors using uniqueness in (3). (5) Direct computation with VV = I and the intertwinings.
Throughout write , and for a tracial state on write . Since , there is a real with by Noncommutative Laws of Finitely Many Self-Adjoint Variables with a Norm Bound §law, so Left and Right Multiplication Operators on the Complex GNS Space of a Noncommutative Law: Boundedness, Algebra Rules, Adjoints, Commutation, the Vacuum and the Conjugation applies to ; by claim 1 below it applies to as well. Sums, scalar multiples and composites of bounded linear maps are bounded linear maps, composition distributes over sums and commutes with scalar multiples, and , by Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound §operations. Every bounded linear map between complex inner product spaces is continuous, since by Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound §least-bound; the conjugations are continuous 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 §conjugation. Every bounded linear map between the complex Hilbert spaces below has an adjoint , bounded with , by Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound §adjoint; by Adjoint of a Linear Map between Complex Inner Product Spaces §adjoint we have , and since is the adjoint of by Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound §adjoint-calculus, also . Adjoints are unique by Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound §adjoint-unique.
Preliminary (P). Let be a tracial state on , let be a complex Hilbert space and let be continuous maps with for every . Then . Indeed, let . By The Hilbert Completion of a Complex Vector Space with a Positive Semidefinite Hermitian Form §completion and The Hilbert Completion of a Complex Vector Space with a Positive Semidefinite Hermitian Form §canonical-map, is the set of the Hilbert completion of and ; by The Complex Hilbert Completion is a Complex Hilbert Space Containing a Dense Isometric Image, and Bounded Complex-Linear Maps Extend to It §hilbert the norm of is the norm of , so the two carry the same metric (and is the dense image of The Complex Hilbert Completion is a Complex Hilbert Space Containing a Dense Isometric Image, and Bounded Complex-Linear Maps Extend to It §dense). Let . By The Hilbert Completion of a Real Vector Space with a Positive Semidefinite Symmetric Bilinear Form §completion, for a -Cauchy sequence , and by The Hilbert Completion is a Real Hilbert Space Containing a Dense Isometric Image, and Bounded Linear Maps Extend to It §dense the sequence converges to . By continuity (Continuous Map Between Metric Spaces), the sequence converges both to and to , so by Uniqueness of Limits in a Metric Space. We use (P) for bounded linear maps and for composites of such maps with conjugations.
1. (The marginal law) Let be real with for all . For and , 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 §vacuum, 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 Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound §least-bound,
Since every lies in , The Norm Bound of a Noncommutative Law: Multiplication by a Variable is Bounded, the Bound is Detected by Even Moments, and Laws Pull Back under Self-Adjoint Substitutions §pullback (with and ) shows that is a tracial state on with norm bound , that is by Noncommutative Laws of Finitely Many Self-Adjoint Variables with a Norm Bound §norm-bound. Such a exists, for instance ; hence by Noncommutative Laws of Finitely Many Self-Adjoint Variables with a Norm Bound §law.
2. (The isometry) Define by . It is complex-linear, because is linear by Substitution of Noncommutative Polynomials into the Variables §substitution and the canonical map is complex-linear by The Complex Hilbert Completion is a Complex Hilbert Space Containing a Dense Isometric Image, and Bounded Complex-Linear Maps Extend to It §isometry. For , 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 §vacuum, Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §adjoint (the being self-adjoint) and Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §homomorphism,
in particular . By The Complex GNS Space of a Tracial State on Noncommutative Polynomials §gns and The Complex GNS Space of a Tracial State on Noncommutative Polynomials §classes, is the complex Hilbert completion of and is the image of under its canonical map. Hence The Complex Hilbert Completion is a Complex Hilbert Space Containing a Dense Isometric Image, and Bounded Complex-Linear Maps Extend to It §extension-linear, with , gives a continuous with for every , which belongs to with bound and satisfies for all . Any with the same values on classes is continuous, hence by (P); so is the only such map. By Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound §least-bound, , hence also .
For let . Then , so by claim 4 of Elementary Properties of a Complex Inner Product; thus . By The Complex GNS Space of a Tracial State on Noncommutative Polynomials §vacuum and Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §values, .
For , 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 Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §homomorphism,
All four composites are bounded linear maps, so (P) gives and . For the adjoint forms, apply the first identity to and use : . 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 §adjoint, and , so by Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound §adjoint-calculus is the adjoint of and is the adjoint of ; by the same claim (the adjoint of a composite is ), is the adjoint of and is the adjoint of . These two maps being equal, uniqueness of adjoints gives . The same argument with in place of gives .
Finally, for , 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 §conjugation and Substitution is the Unique Unital Homomorphism with Prescribed Values on the Variables: Monomials, Products, Adjoints and Composition §adjoint, ; both and are continuous, so by (P).
3. (The embedding) Fix , put , write , and fix . 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 §conjugation applied to , and by Noncommutative Polynomials Form a Unital Complex Algebra with Involution: Linear Extension from Monomials, Products, Adjoints and Self-Adjoint Parts §adjoint, we have , hence ; as preserves norms by the same claim, . By claim 2 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 §vacuum, . Let and ; thus .
For , claim 2 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 §commute give . Applying this to and taking adjoints exactly as in claim 2 ( is the adjoint of and that of ) yields . Hence , so by The Tracial Algebra of a Noncommutative Law and Its Trace §algebra, and by Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound §adjoint-calculus.
Let and . 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 lie in , and 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 §positivity. Using Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound §adjoint-calculus for the first equality, the adjoint relation for the second, The Tracial Algebra of a Noncommutative Law and Its Trace §trace for the third, and the trace property and linearity of 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 for the rest,
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 §positivity, is real and nonnegative. Moreover by Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound §adjoint-calculus, and by claim 2, Left and Right Multiplication Operators on the Complex GNS Space of a Noncommutative Law: Boundedness, Algebra Rules, Adjoints, Commutation, the Vacuum and the Conjugation §vacuum 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 §conjugation, , so . Therefore , and taking nonnegative square roots, for every . 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 §bounded-vectors for with , there is exactly one with , and .
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 §vacuum (for and for ) and claim 2,
Both and are bounded linear, so by (P).
4. (Homomorphism) By the uniqueness in claim 3, for and with we have . All operators below lie in or 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 , and . Then , so . Next, by claim 2, so . By claim 3, , so . 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 §vacuum (for and for ) and claim 2, , so . By The Tracial Algebra of a Noncommutative Law and Its Trace §trace and claim 2, . 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 §vacuum and claim 2, , and 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 §commute, so . Finally, if , then , so ; then with , and 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 §vacuum. So is injective.
5. (Conditional expectation) Let ; then . For , by claim 2 and The Tracial Algebra of a Noncommutative Law and Its Trace §algebra (for ),
so . is linear since composition distributes over sums and commutes with scalar multiples. By Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound §adjoint-calculus, the adjoint of is , being the adjoint of ; so . Also by claim 2.
Let . By claims 3 and 4, ; since is the adjoint of and that of , taking adjoints with Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound §adjoint-calculus and uniqueness gives . With this yields , and . For , ; with , and The Tracial Algebra of a Noncommutative Law and Its Trace §trace this gives .
In particular . 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 by Bounded Linear Maps between Complex Inner Product Spaces: the Least Bound, Operations, the Underlying Real Structure, Adjoints, Completeness and the Quadratic-Form Bound §adjoint-calculus the adjoint of is , so , which is self-adjoint and positive semi-definite by the same claim; that is, .
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