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A topological invariant mean yields norm-approximately invariant densities
Statement
Assume AC. Let be a locally compact Hausdorff group with fixed left Haar measure , and let be a topological invariant mean on : a positive complex-linear functional with and for every and , where is the set of probability densities from Reiter's condition (P1). The product is the – smoothing of L1 convolution smooths bounded functions into UCB; products of two classes below use the extended convolution of Convolution on L1 of a locally compact group. Then there is a net such that for every . The convergence is uniform on norm-compact subsets of : for every norm-compact and every there is such that whenever .
Facts & Assumptions
Given: AC, an LCH group with fixed left Haar measure , a topological invariant mean on complex , and the probability densities .
AC is assumed in the choice-function form (The Axiom of Choice).
is the convex set of probability densities (Reiter's condition (P1)).
Every point in a locally compact Hausdorff space has a relatively compact open neighborhood (In a locally compact Hausdorff space every open set containing a point contains an open set containing it whose closure is compact and still inside; such a space is regular).
Haar measure is positive on nonempty open sets and finite on compact sets (Haar measure is positive on nonempty open sets and finite on compact sets).
Indicators of Borel sets are simple measurable functions, their simple integral is their measure, and the nonnegative integral agrees with the simple integral (Nonnegative simple measurable functions, The integral of a nonnegative simple function, The nonnegative integral agrees with the simple integral on simple functions).
A mean on complex is positive, complex-linear and unital (Left-invariant means on of a locally compact group).
Complex consists of Borel almost-everywhere classes (Complex space of a locally compact group).
Complex numbers have real and imaginary parts (Real and imaginary parts, complex conjugation, and modulus).
Disjoint convex sets, one open, are strictly separated by a nonzero bounded real-linear functional (Separation of disjoint convex sets when one is open).
There is an open subgroup with compact increasing exhaustion , whose left cosets partition into clopen sigma-compact subspaces (Every locally compact Hausdorff group has an open sigma-compact subgroup).
Haar measure is Radon under the repository convention; the Borel sigma-algebra is generated by the open sets (Radon measure on an LCH space, The Borel sigma-algebra of a topological space).
On a sigma-finite measure space, every bounded real-linear functional on real is integration against a real function (On a sigma-finite measure space, every bounded linear functional on is integration against a unique function).
The complex Haar spaces are Borel almost-everywhere classes with the stated norm (Complex Haar L^p spaces and compactly supported functions).
Under AC, is dense in complex for an LCH space with Radon measure (Completeness of the complex Haar L1 and L2 spaces and density of Cc).
Pointwise limits and their convergence sets are measurable, and monotone convergence applies to nonnegative sequences (Sequential suprema, infima, limsup, liminf, and pointwise limits of measurable functions are measurable, Monotone convergence for the integral).
Inversion satisfies for nonnegative Borel (Haar change of variables under inversion).
Right translation satisfies (Right translation scales left Haar measure).
The modular function is a continuous homomorphism (The modular function is a continuous homomorphism).
The modular function is positive and is the factor appearing in the left-Haar inversion formula (Modular function of a locally compact group).
Extended convolution is a bounded bilinear operation on with (Convolution on L1 of a locally compact group).
The extended convolution preserves probability densities: for all , (the explicit remark recording the earlier proof's step 3.2, A UCB-invariant mean yields a topological invariant mean).
For and , the pointwise smoothing is bounded continuous with (L1 convolution smooths bounded functions into UCB).
Compactly supported continuous kernels on LCH products admit commuting Radon integrals; finite products of compact spaces are compact, and continuous images of compact sets are compact (Compactly supported kernels admit commuting radon integrals, A product of finitely many compact spaces is compact in the product topology, A continuous image of a compact space is compact; a continuous real-valued map on a nonempty compact space attains a maximum and a minimum; and a continuous bijection from a compact space to a Hausdorff space is a homeomorphism, Topological group: multiplication and inversion are continuous).
Left Haar integration is left invariant and linear and satisfies the integral triangle inequality (Left Haar integral and left Haar measure, The Lebesgue integral is linear on , The modulus of an integral is bounded by the integral of the modulus).
The weak topology is defined by bounded linear functionals, and weak convergence of a net means convergence under every such functional (The dual space X^* of a normed space and its dual norm, Weak topology on a normed space, Weak convergence of nets and sequences).
Weak-star convergence is convergence on every element of the predual (Weak star convergence).
For a convex subset of a normed space, weak and norm closures agree under AC (Mazur theorem: weak and norm closure agree for convex sets).
Nets may be indexed by directed preorders, including witness-indexed finite-test and tolerance triples (Directed preorders and nets).
Compactness is intrinsic to the subspace, and every ambient open cover of a compact subspace has a finite subcover; applying this to norm balls gives a finite -net (Open cover, subcover, and compact topological space; a compact subset is a subspace that is compact in its own right, A subspace is compact exactly when every family of open subsets of the ambient space covering it, indexed or not, has finitely many members covering it).
Proof
Choose an open relatively compact neighborhood of . By [F2, F3], , and belongs to ; this also proves is nonempty.
Let be bounded continuous complex functions and put , viewed as a real vector space with its maximum norm. The vector lies in : otherwise a ball and are disjoint convex sets, so [F8] strictly separates them by a nonzero real-linear functional . Choose a unit vector with ; applying separation to gives . Now is bounded continuous and real-valued, and . For real , makes real, so and similarly for imaginary parts; positivity and normalization give , a contradiction.
We first show that every bounded complex-linear functional on is represented by a bounded Borel function. Let be as in [F9], choose one representative for each clopen left coset using [A1], and put . Each is the increasing union of compact sets of finite Haar measure, hence its restricted Haar measure is sigma-finite. Since is clopen, it is an LCH subspace and its restricted measure is Radon: Borel subsets of are Borel in , and open subsets of are open in .
For each coset , restrict to complex functions supported in . On real functions its real and imaginary parts are bounded real-linear functionals of norm at most ; [F11] represents them by real with . Thus represents on complex functions supported in and almost everywhere. Choose Borel representatives and set them to zero on their exceptional null sets.
Put . For each , the bounded function is in ; by [F13] choose within in . Radially clip to the closed disk of radius , obtaining with : pointwise, if then , and otherwise clipping does nothing, so the triangle inequality gives the stated factor two.
If or , the adjoint identity below has both sides zero. Otherwise their compact supports are nonempty. For and bounded Borel , define . The adjoint identity holds first for bounded continuous : apply [F22] to the compactly supported continuous kernel , use left invariance to set , interchange the compact Radon integrals, and use inversion [F15] in .
If the finite test family is empty, take from step 1.1. Otherwise, given , choose a finite convex combination within of . Continuity of the finite family gives, for each , an open neighborhood of on which for every ; shrink it to a relatively compact open . Then by [F3], and by [F1] satisfies for every .
For fixed and every , , so . By [F14], the sum of these errors is finite almost everywhere on , hence almost everywhere there. Since , convergence holds almost everywhere on each coset. Glue over the clopen cosets to a bounded continuous on . Applying the convergence-set and pointwise-limit clauses of [F14] to the real and imaginary parts shows that the convergence set of is Borel and its limit there is Borel; set it to zero elsewhere to obtain a bounded Borel function agreeing almost everywhere with each on that coset. This uses only countable unions of exceptional null sets inside each individual coset.
For general bounded Borel , let , , and , which is compact; the pointwise Cc convolution vanishes off . Since and is bounded Borel, [F21] makes bounded continuous, so the right pairing is defined. Choose with by [A1, F13]. The left pairing changes by at most . For fixed , inversion and right translation give , where and are finite by [F17]. Since is bounded and supported in , the right pairing changes by at most . Letting proves the identity for Cc and arbitrary , without assuming a Borel product function is measurable for the product sigma-algebra.
Index by triples where is a finite set of bounded continuous functions, , , and for all ; order by inclusion of and decreasing . Steps 1.1 and 2.1 make this a nonempty directed preorder, since a witness for the union of two finite test sets and the smaller tolerance gives a common upper bound. The third-coordinate net therefore satisfies for every bounded continuous , without a global choice function.
A compact set meets only finitely many open cosets , since these cosets form an ambient open cover and [F27] supplies a finite subcover. Hence for every , step 1.4 and the cosetwise agreement in step 2.2 give . By [A1, F13], is dense in ; both sides are bounded functionals, with the integral norm at most , so equality extends to every . Thus the full bounded dual of is represented by bounded Borel functions, without claiming that an uncountable union of null sets is null.
For arbitrary , approximate them in by Cc sequences. The class convolution bound [F19] makes in ; the inversion formula gives , and the smoothing bound [F21] gives uniformly. Passing to the limit in step 2.3 proves for all and .
Fix from step 1.1 and set . Formula [F15] gives , preserves nonnegativity, and yields ; the earlier convolution-closure proof [F20] gives . For every , step 3.3 yields , since is bounded continuous by [F21] and is topologically invariant. Thus the density functionals converge weak-star to on all of , although the net was only chosen to approximate on continuous tests.
Fix . Formula [F15] shows that and , so . For every , step 3.3 gives by topological invariance, while step 4.1 gives . Hence . By the full dual representation in step 3.2, every bounded functional on is one of these pairings; therefore weakly in .
Let be finite and nonempty. The tuple converges weakly to zero in with its maximum norm: each coordinate converges weakly by step 5.1, and every bounded functional on this finite product is the sum of its coordinate restrictions. Its range over lies in the convex set , since the map is linear in and is convex. Thus zero is in the weak closure of ; [F25] puts it in the norm closure, so for every some satisfies . The empty has any witness from step 1.1.
Index by triples with finite , , , and for all , ordered by inclusion of and decreasing tolerance. Step 6.1 makes this a nonempty directed preorder, so its third-coordinate net lies in and satisfies for each , without a global choice function.
Let be norm-compact and . If the estimate is vacuous; otherwise choose a finite -net and take an index after these tests with tolerance . For every later , choose with ; since , [F19] gives . This proves uniform convergence on and completes the lemma.
Sources
BHV, Kazhdan's Property (T), Appendix G.3, Theorem G.3.1 (ii) to (iii), printed pp. 454–455, and Thomas, Lecture 20, slides 15–17, present the weak-star-density, product-space convexity, and Mazur route. Their proof strategies are followed after the density step, but the asserted density of probabilities in the set of all means is not used: that separate assigned claim is refuted under the repository's Haar convention. This proof instead establishes finite-test density against bounded continuous functions, smooths by one fixed probability density to obtain weak-star convergence on all tests, and proves the full dual representation locally over sigma-compact cosets.
Depends on
- Left-invariant means on $L^\infty$ of a locally compact group
- Reiter's condition (P1)
- Mazur theorem: weak and norm closure agree for convex sets
- Weak star convergence
- The Axiom of Choice
- Every locally compact Hausdorff group has an open sigma-compact subgroup
- On a sigma-finite measure space, every bounded linear functional on $L^p$ is integration against a unique $L^q$ function
- Completeness of the complex Haar L1 and L2 spaces and density of Cc
- Monotone convergence for the integral
- Haar change of variables under inversion
- L1 convolution smooths bounded functions into UCB
- A UCB-invariant mean yields a topological invariant mean
- Convolution on L1 of a locally compact group
- Haar measure is positive on nonempty open sets and finite on compact sets
- In a locally compact Hausdorff space every open set containing a point contains an open set containing it whose closure is compact and still inside; such a space is regular
- The nonnegative integral agrees with the simple integral on simple functions
- Nonnegative simple measurable functions
- The integral of a nonnegative simple function
- Separation of disjoint convex sets when one is open
- Weak topology on a normed space
- Weak convergence of nets and sequences
- Directed preorders and nets
- Open cover, subcover, and compact topological space; a compact subset is a subspace that is compact in its own right
- A subspace is compact exactly when every family of open subsets of the ambient space covering it, indexed or not, has finitely many members covering it
- Compactly supported kernels admit commuting radon integrals
- Right translation scales left Haar measure
- The modular function is a continuous homomorphism
- Modular function of a locally compact group
- A product of finitely many compact spaces is compact in the product topology
- A continuous image of a compact space is compact; a continuous real-valued map on a nonempty compact space attains a maximum and a minimum; and a continuous bijection from a compact space to a Hausdorff space is a homeomorphism
- Sequential suprema, infima, limsup, liminf, and pointwise limits of measurable functions are measurable
- The Lebesgue integral is linear on $L^1(\mu)$
- The modulus of an integral is bounded by the integral of the modulus
- Real and imaginary parts, complex conjugation, and modulus
- Complex $L^\infty$ space of a locally compact group
- Complex Haar L^p spaces and compactly supported functions
- Left Haar integral and left Haar measure
- Topological group: multiplication and inversion are continuous
- The Borel sigma-algebra of a topological space
- The dual space X^* of a normed space and its dual norm
- Radon measure on an LCH space
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Sources
- Bachir Bekka, Pierre de la Harpe and Alain Valette, Kazhdan's Property (T) (Cambridge University Press, 2008; author-hosted complete text) (standard reference, not scraped)
- Anne Thomas, The Banach-Tarski Paradox and Amenability, Lecture 20: Invariant Mean implies Reiter's Property (University of Sydney Honours lecture notes, 11 October 2012) (standard reference, not scraped)