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Classes of Herz-Schur multipliers Ivan Todorov April 2014 Toronto - PowerPoint PPT Presentation

Classes of Herz-Schur multipliers Ivan Todorov April 2014 Toronto Content Positive multipliers Content Positive multipliers Idempotent multipliers Content Positive multipliers Idempotent multipliers Radial multipliers Content Positive


  1. Idempotent Herz-Schur multipliers u ∈ M cb A ( G ) idempotent iff u = χ E for a closed and open E . The coset ring of a locally compact group G is the ring of sets generated by the translates of open subgroups of G . The Cohen-Host Theorem An element u ∈ B ( G ) is idempotent precisely when u = χ E for an element E of the coset ring of G .

  2. Idempotent Herz-Schur multipliers u ∈ M cb A ( G ) idempotent iff u = χ E for a closed and open E . The coset ring of a locally compact group G is the ring of sets generated by the translates of open subgroups of G . The Cohen-Host Theorem An element u ∈ B ( G ) is idempotent precisely when u = χ E for an element E of the coset ring of G . This result answers completely the question of which are the idempotent Herz-Schur multipliers in the case of amenable groups.

  3. Idempotent Herz-Schur multipliers u ∈ M cb A ( G ) idempotent iff u = χ E for a closed and open E . The coset ring of a locally compact group G is the ring of sets generated by the translates of open subgroups of G . The Cohen-Host Theorem An element u ∈ B ( G ) is idempotent precisely when u = χ E for an element E of the coset ring of G . This result answers completely the question of which are the idempotent Herz-Schur multipliers in the case of amenable groups. Theorem (A.-M. Stan, 2009) Let G be a locally compact group and E ⊆ G . The following are equivalent: (i) χ E ∈ M cb A ( G ) and � χ E � cbm = 1; (ii) E belongs to the coset ring of G .

  4. Idempotent Herz-Schur multipliers In Z , the subset N 0 = { 0 , 1 , 2 , . . . } does not give rise to a multiplier.

  5. Idempotent Herz-Schur multipliers In Z , the subset N 0 = { 0 , 1 , 2 , . . . } does not give rise to a multiplier. One can see that either by checking that it does not belong to the coset ring of Z , or by envoking the Embedding Theorem: triangular truncation is unbounded.

  6. Idempotent Herz-Schur multipliers In Z , the subset N 0 = { 0 , 1 , 2 , . . . } does not give rise to a multiplier. One can see that either by checking that it does not belong to the coset ring of Z , or by envoking the Embedding Theorem: triangular truncation is unbounded. The set of all idempotent Herz-Schur multipliers is a Boolean algebra.

  7. Idempotent Herz-Schur multipliers In Z , the subset N 0 = { 0 , 1 , 2 , . . . } does not give rise to a multiplier. One can see that either by checking that it does not belong to the coset ring of Z , or by envoking the Embedding Theorem: triangular truncation is unbounded. The set of all idempotent Herz-Schur multipliers is a Boolean algebra. Suppose G is discrete. A subset Λ ⊆ G is called an L-set if ℓ ∞ (Λ) ⊆ M cb A ( G ).

  8. Idempotent Herz-Schur multipliers In Z , the subset N 0 = { 0 , 1 , 2 , . . . } does not give rise to a multiplier. One can see that either by checking that it does not belong to the coset ring of Z , or by envoking the Embedding Theorem: triangular truncation is unbounded. The set of all idempotent Herz-Schur multipliers is a Boolean algebra. Suppose G is discrete. A subset Λ ⊆ G is called an L-set if ℓ ∞ (Λ) ⊆ M cb A ( G ). If X and Y are sets, call a subset E ⊆ X × Y an operator L-set if ℓ ∞ ( E ) ⊆ S ( X , Y ).

  9. Idempotent Herz-Schur multipliers In Z , the subset N 0 = { 0 , 1 , 2 , . . . } does not give rise to a multiplier. One can see that either by checking that it does not belong to the coset ring of Z , or by envoking the Embedding Theorem: triangular truncation is unbounded. The set of all idempotent Herz-Schur multipliers is a Boolean algebra. Suppose G is discrete. A subset Λ ⊆ G is called an L-set if ℓ ∞ (Λ) ⊆ M cb A ( G ). If X and Y are sets, call a subset E ⊆ X × Y an operator L-set if ℓ ∞ ( E ) ⊆ S ( X , Y ). Bo˙ z ejko, Davidson, Donsig, Haagerup, Leinert, Popa, Pisier, Varopoulos

  10. Idempotent Herz-Schur multipliers In Z , the subset N 0 = { 0 , 1 , 2 , . . . } does not give rise to a multiplier. One can see that either by checking that it does not belong to the coset ring of Z , or by envoking the Embedding Theorem: triangular truncation is unbounded. The set of all idempotent Herz-Schur multipliers is a Boolean algebra. Suppose G is discrete. A subset Λ ⊆ G is called an L-set if ℓ ∞ (Λ) ⊆ M cb A ( G ). If X and Y are sets, call a subset E ⊆ X × Y an operator L-set if ℓ ∞ ( E ) ⊆ S ( X , Y ). Bo˙ z ejko, Davidson, Donsig, Haagerup, Leinert, Popa, Pisier, Varopoulos Λ ⊆ G is an L -set if and only if Λ ∗ = { ( s , t ) : ts − 1 ∈ Λ } is an opetator L -set.

  11. Idempotent Herz-Schur multipliers Theorem The following are equivalent, for a subset E ⊆ X × Y : (i) E is an operator L -set;

  12. Idempotent Herz-Schur multipliers Theorem The following are equivalent, for a subset E ⊆ X × Y : (i) E is an operator L -set; (ii) there exist C > 0 and E 1 , E 2 ⊆ X × Y such that |{ y ∈ Y : ( x , y ) ∈ E 1 }| ≤ C , ∀ x ∈ X , |{ x ∈ X : ( x , y ) ∈ E 2 }| ≤ C , ∀ y ∈ Y and E = E 1 ∪ E 2 .

  13. Idempotent Herz-Schur multipliers Theorem The following are equivalent, for a subset E ⊆ X × Y : (i) E is an operator L -set; (ii) there exist C > 0 and E 1 , E 2 ⊆ X × Y such that |{ y ∈ Y : ( x , y ) ∈ E 1 }| ≤ C , ∀ x ∈ X , |{ x ∈ X : ( x , y ) ∈ E 2 }| ≤ C , ∀ y ∈ Y and E = E 1 ∪ E 2 . The set E of generators of F ∞ is an L -set.

  14. Radial functions on F r Let r > 1 and F r be the free group on generators a 1 , a 2 , . . . .

  15. Radial functions on F r Let r > 1 and F r be the free group on generators a 1 , a 2 , . . . . Reduced word in F r : t = t 1 . . . t k , where t i ∈ { a 1 , a − 1 1 , a 2 , a − 1 2 , . . . } and t − 1 � = t i +1 for all i . i

  16. Radial functions on F r Let r > 1 and F r be the free group on generators a 1 , a 2 , . . . . Reduced word in F r : t = t 1 . . . t k , where t i ∈ { a 1 , a − 1 1 , a 2 , a − 1 2 , . . . } and t − 1 � = t i +1 for all i . i Set | t | = k , the length of t . Note | st | ≤ | s | + | t | and | t − 1 | = | t | .

  17. Radial functions on F r Let r > 1 and F r be the free group on generators a 1 , a 2 , . . . . Reduced word in F r : t = t 1 . . . t k , where t i ∈ { a 1 , a − 1 1 , a 2 , a − 1 2 , . . . } and t − 1 � = t i +1 for all i . i Set | t | = k , the length of t . Note | st | ≤ | s | + | t | and | t − 1 | = | t | . A function ϕ : F r → C is called radial if it only depends on | t | ; that is, if there exists a function ˙ ϕ : N 0 → C (where N 0 = N ∪ { 0 } ) such that ϕ ( s ) = ˙ ϕ ( | s | ), s ∈ F r .

  18. Radial functions on F r Let r > 1 and F r be the free group on generators a 1 , a 2 , . . . . Reduced word in F r : t = t 1 . . . t k , where t i ∈ { a 1 , a − 1 1 , a 2 , a − 1 2 , . . . } and t − 1 � = t i +1 for all i . i Set | t | = k , the length of t . Note | st | ≤ | s | + | t | and | t − 1 | = | t | . A function ϕ : F r → C is called radial if it only depends on | t | ; that is, if there exists a function ˙ ϕ : N 0 → C (where N 0 = N ∪ { 0 } ) such that ϕ ( s ) = ˙ ϕ ( | s | ), s ∈ F r . Given ϕ radial, we always let ˙ ϕ be the corresponding “underlying” function on N 0 .

  19. Sufficient conditions for a multiplier of A ( F r ) Theorem (Haagerup (1979), Haagerup-Steenstrup-Szwarc (2010)) Let ϕ : F r → C . (i) If sup s ∈ F r | ϕ ( s ) | (1 + | s | 2 ) < ∞ then ϕ ∈ MA ( F r ) and | ϕ ( s ) | (1 + | s | 2 ) . � ϕ � m ≤ sup s ∈ F r

  20. Sufficient conditions for a multiplier of A ( F r ) Theorem (Haagerup (1979), Haagerup-Steenstrup-Szwarc (2010)) Let ϕ : F r → C . (i) If sup s ∈ F r | ϕ ( s ) | (1 + | s | 2 ) < ∞ then ϕ ∈ MA ( F r ) and | ϕ ( s ) | (1 + | s | 2 ) . � ϕ � m ≤ sup s ∈ F r ϕ ( n ) | 2 < ∞ . (ii) Suppose that ϕ is radial and � ∞ n =0 ( n + 1) 2 | ˙ Then ϕ ∈ MA ( F r ) and � ∞ � 1 2 � ( n + 1) 2 | ˙ ϕ ( n ) | 2 � ϕ � m ≤ . n =0

  21. Radial multipliers and homogeneous trees Radial functions can be defined on more general groups.

  22. Radial multipliers and homogeneous trees Radial functions can be defined on more general groups. G = ( ∗ M i =1 Z 2 ) ∗ F N , where M , N ≥ 0.

  23. Radial multipliers and homogeneous trees Radial functions can be defined on more general groups. G = ( ∗ M i =1 Z 2 ) ∗ F N , where M , N ≥ 0. Let G be a discrete group, generated by E = { s 1 , . . . , s n } , assumed to satisfy E = E − 1 .

  24. Radial multipliers and homogeneous trees Radial functions can be defined on more general groups. G = ( ∗ M i =1 Z 2 ) ∗ F N , where M , N ≥ 0. Let G be a discrete group, generated by E = { s 1 , . . . , s n } , assumed to satisfy E = E − 1 . The Cayley graph C G of G is the graph whose vertices are the elements of G , and { s , t } ⊆ G is an edge of C G if ts − 1 ∈ E .

  25. Radial multipliers and homogeneous trees Radial functions can be defined on more general groups. G = ( ∗ M i =1 Z 2 ) ∗ F N , where M , N ≥ 0. Let G be a discrete group, generated by E = { s 1 , . . . , s n } , assumed to satisfy E = E − 1 . The Cayley graph C G of G is the graph whose vertices are the elements of G , and { s , t } ⊆ G is an edge of C G if ts − 1 ∈ E . A tree is a connected graph without cycles. The degree of a vertex is the number of edges containing the vertex, and a graph is called locally finite if the degrees of all vertices are finite.

  26. Radial multipliers and homogeneous trees Radial functions can be defined on more general groups. G = ( ∗ M i =1 Z 2 ) ∗ F N , where M , N ≥ 0. Let G be a discrete group, generated by E = { s 1 , . . . , s n } , assumed to satisfy E = E − 1 . The Cayley graph C G of G is the graph whose vertices are the elements of G , and { s , t } ⊆ G is an edge of C G if ts − 1 ∈ E . A tree is a connected graph without cycles. The degree of a vertex is the number of edges containing the vertex, and a graph is called locally finite if the degrees of all vertices are finite. It is called homogeneous if all vertices have the same degree (called in this case the degee of the graph).

  27. Radial multipliers and homogeneous trees Theorem (Fig` a -Talamanca, Nebbia, 1982) Let G be a discrete finitely generated group. The Cayley graph C G of G is a locally finite homogeneous tree if and only if G is of the form G = ( ∗ M i =1 Z 2 ) ∗ F N ; in this case, the degree q of C G is equal to 2 M + N − 1.

  28. Radial multipliers and homogeneous trees Theorem (Fig` a -Talamanca, Nebbia, 1982) Let G be a discrete finitely generated group. The Cayley graph C G of G is a locally finite homogeneous tree if and only if G is of the form G = ( ∗ M i =1 Z 2 ) ∗ F N ; in this case, the degree q of C G is equal to 2 M + N − 1. If C is a homogeneous tree with vertex set X , let d ( x , y ) be the distance between two vertices x , y ; that is, the length of the (unique) path connecting x and y ; we set d ( x , x ) = 0.

  29. Radial multipliers and homogeneous trees Theorem (Fig` a -Talamanca, Nebbia, 1982) Let G be a discrete finitely generated group. The Cayley graph C G of G is a locally finite homogeneous tree if and only if G is of the form G = ( ∗ M i =1 Z 2 ) ∗ F N ; in this case, the degree q of C G is equal to 2 M + N − 1. If C is a homogeneous tree with vertex set X , let d ( x , y ) be the distance between two vertices x , y ; that is, the length of the (unique) path connecting x and y ; we set d ( x , x ) = 0. A function ϕ : X → C is radial if there exists ˙ ϕ : N 0 → C with ϕ ( x ) = ˙ ϕ ( d ( x , o )), x ∈ X (here o is a fixed vertex).

  30. Radial multipliers and homogeneous trees Proposition Let ϕ : G → C be a radial function and ˜ ϕ : G × G → C be given by ˜ ϕ ( s , t ) = ˙ ϕ ( d ( s , t )), s , t ∈ G .

  31. Radial multipliers and homogeneous trees Proposition Let ϕ : G → C be a radial function and ˜ ϕ : G × G → C be given by ˜ ϕ ( s , t ) = ˙ ϕ ( d ( s , t )), s , t ∈ G . Then ϕ ∈ M cb A ( G ) if and only if ˜ ϕ is a Schur multiplier; in this case, � ϕ � cbm = � ˜ ϕ � S .

  32. Radial multipliers and homogeneous trees Proposition Let ϕ : G → C be a radial function and ˜ ϕ : G × G → C be given by ˜ ϕ ( s , t ) = ˙ ϕ ( d ( s , t )), s , t ∈ G . Then ϕ ∈ M cb A ( G ) if and only if ˜ ϕ is a Schur multiplier; in this case, � ϕ � cbm = � ˜ ϕ � S . Proof. Since the distance d is left-invariant, we have ϕ ( d ( t − 1 s , e )) = ϕ ( t − 1 s ) . ϕ ( s , t ) = ˙ ˜ ϕ ( d ( s , t )) = ˙ The claim now follows from the embedding theorem.

  33. Radial multipliers and homogeneous trees Theorem (Haagerup-Steenstrup-Szwarc, 2010) Let X be a homogeneous tree of degree q + 1 (2 ≤ q ≤ ∞ ). Let ϕ : N 0 → C be a function, ϕ : X → C be the corresponding radial ˙ function and ˜ ϕ ( x , y ) = ˙ ϕ ( d ( x , y )), x , y ∈ X . Set h i , j = ˙ ϕ ( i + j ) − ˙ ϕ ( i + j + 2) , i , j ∈ N 0 . (i) ˜ ϕ is a Schur multiplier if and only if H = ( h i , j ) i , j ∈ N 0 is trace class. (ii) ( q = ∞ ). If (i) hold, the limits n →∞ ˙ lim ϕ (2 n ) and n →∞ ˙ lim ϕ (2 n + 1) exist. If c ± = 1 2 (lim n →∞ ˙ ϕ (2 n ) ± lim n →∞ ˙ ϕ (2 n + 1)) , then � ˜ ϕ � S = | c + | + | c − | + � H � 1 .

  34. Multipliers that are not completely bounded Theorem (Haagerup-Steenstrup-Szwarc, 2010) Let G = ( ∗ M i =1 Z 2 ) ∗ F N . There exists a radial function ϕ which lies in MA ( G ) but not in M cb A ( G ).

  35. Multipliers that are not completely bounded Theorem (Haagerup-Steenstrup-Szwarc, 2010) Let G = ( ∗ M i =1 Z 2 ) ∗ F N . There exists a radial function ϕ which lies in MA ( G ) but not in M cb A ( G ). Proof. ϕ ( n ) = 0 if n � = 2 k , k ∈ N , and Let ˙ ϕ : N 0 → C be given by ˙ 1 ϕ (2 k ) = ˙ k 2 k , k ∈ N .

  36. Multipliers that are not completely bounded Theorem (Haagerup-Steenstrup-Szwarc, 2010) Let G = ( ∗ M i =1 Z 2 ) ∗ F N . There exists a radial function ϕ which lies in MA ( G ) but not in M cb A ( G ). Proof. ϕ ( n ) = 0 if n � = 2 k , k ∈ N , and Let ˙ ϕ : N 0 → C be given by ˙ 1 ϕ (2 k ) = ˙ k 2 k , k ∈ N . Then ∞ ϕ ( n ) | 2 < ∞ , � ( n + 1) 2 | ˙ n =0 and so ϕ ∈ MA ( G ). A direct verification shows that the corresponding matrix H is not of trace class.

  37. Radial multipliers on free products Let G i , i = 1 , . . . , n , be discrete groups of the same cardinality (finite or countably infinite), and G = ∗ n i =1 G i .

  38. Radial multipliers on free products Let G i , i = 1 , . . . , n , be discrete groups of the same cardinality (finite or countably infinite), and G = ∗ n i =1 G i . If g ∈ G then g = g i 1 g i 2 · · · g i k , where g i m ∈ G i m are non-unit and i 1 � = i 2 � = · · · � = i m .

  39. Radial multipliers on free products Let G i , i = 1 , . . . , n , be discrete groups of the same cardinality (finite or countably infinite), and G = ∗ n i =1 G i . If g ∈ G then g = g i 1 g i 2 · · · g i k , where g i m ∈ G i m are non-unit and i 1 � = i 2 � = · · · � = i m . The number m id called the block length of g . Call a function ϕ : G → C radial if it depends only on � g � . Theorem (Wysocza ´ n ski, 1995) Let ˙ ϕ : N 0 → C and ϕ : G → C be the corresponding radial function with respect to the block length. The following are equivalent: ϕ ∈ M cb A ( G ); (i)

  40. Radial multipliers on free products Let G i , i = 1 , . . . , n , be discrete groups of the same cardinality (finite or countably infinite), and G = ∗ n i =1 G i . If g ∈ G then g = g i 1 g i 2 · · · g i k , where g i m ∈ G i m are non-unit and i 1 � = i 2 � = · · · � = i m . The number m id called the block length of g . Call a function ϕ : G → C radial if it depends only on � g � . Theorem (Wysocza ´ n ski, 1995) Let ˙ ϕ : N 0 → C and ϕ : G → C be the corresponding radial function with respect to the block length. The following are equivalent: ϕ ∈ M cb A ( G ); (i) (ii) the matrix ( ˙ ϕ ( i + j ) − ˙ ϕ ( i + j + 1)) i , j defines a trace class operator on ℓ 2 ( N 0 ).

  41. Positive multipliers of the Fourier algebra of a free group Theorem (Haagerup, 1979) Let 0 < θ < 1. Then the function t → θ | t | on F r is positive definite.

  42. Positive multipliers of the Fourier algebra of a free group Theorem (Haagerup, 1979) Let 0 < θ < 1. Then the function t → θ | t | on F r is positive definite. A function k : X × X → R is called conditionally negative definite if k ( x , x ) = 0, k ( x , y ) = k ( y , x ) for all x , y , and m � k ( x i , x j ) α i α j ≤ 0 , i , j =1 for all x 1 , . . . , x m ∈ X and all α 1 , . . . , α m ∈ R with � m i =1 α i = 0.

  43. Positive multipliers of the Fourier algebra of a free group Theorem (Haagerup, 1979) Let 0 < θ < 1. Then the function t → θ | t | on F r is positive definite. A function k : X × X → R is called conditionally negative definite if k ( x , x ) = 0, k ( x , y ) = k ( y , x ) for all x , y , and m � k ( x i , x j ) α i α j ≤ 0 , i , j =1 for all x 1 , . . . , x m ∈ X and all α 1 , . . . , α m ∈ R with � m i =1 α i = 0. k is conditionally negative definite iff k ( x , y ) = � b ( x ) − b ( y ) � 2 for a function b : X → H ( H being a Hilbert space).

  44. Positive multipliers of the Fourier algebra of a free group Theorem (Haagerup, 1979) Let 0 < θ < 1. Then the function t → θ | t | on F r is positive definite. A function k : X × X → R is called conditionally negative definite if k ( x , x ) = 0, k ( x , y ) = k ( y , x ) for all x , y , and m � k ( x i , x j ) α i α j ≤ 0 , i , j =1 for all x 1 , . . . , x m ∈ X and all α 1 , . . . , α m ∈ R with � m i =1 α i = 0. k is conditionally negative definite iff k ( x , y ) = � b ( x ) − b ( y ) � 2 for a function b : X → H ( H being a Hilbert space). Shoenberg’s Theorem If k ( x , y ) is a conditionally negative definite kernel, then, for λ > 0, e − λ k ( x , y ) is a positive definite function.

  45. Positive multipliers of the Fourier algebra of a free group Proof. Let k ( s , t ) = | s − 1 t | , s , t ∈ F n . It suffices to show that k is conditionally negative definite.

  46. Positive multipliers of the Fourier algebra of a free group Proof. Let k ( s , t ) = | s − 1 t | , s , t ∈ F n . It suffices to show that k is conditionally negative definite. Fix generators a 1 , . . . , a n of F n , let Λ = { ( s , t ) ∈ F n × F n : s − 1 t = a i , for some i } and H = ℓ 2 (Λ).

  47. Positive multipliers of the Fourier algebra of a free group Proof. Let k ( s , t ) = | s − 1 t | , s , t ∈ F n . It suffices to show that k is conditionally negative definite. Fix generators a 1 , . . . , a n of F n , let Λ = { ( s , t ) ∈ F n × F n : s − 1 t = a i , for some i } and H = ℓ 2 (Λ). Let { e ( s , t ) : ( s , t ) ∈ Λ } be the standard basis of H . If s − 1 t = a − 1 i for some i , then set e ( s , t ) = − e ( t , s ) .

  48. Positive multipliers of the Fourier algebra of a free group Proof. Let k ( s , t ) = | s − 1 t | , s , t ∈ F n . It suffices to show that k is conditionally negative definite. Fix generators a 1 , . . . , a n of F n , let Λ = { ( s , t ) ∈ F n × F n : s − 1 t = a i , for some i } and H = ℓ 2 (Λ). Let { e ( s , t ) : ( s , t ) ∈ Λ } be the standard basis of H . If s − 1 t = a − 1 i for some i , then set e ( s , t ) = − e ( t , s ) . For s = s 1 s 2 . . . s k , where s i is either a generator or its inverse, let b ( s ) = e ( e , s 1 ) + e ( s 1 , s 1 s 2 ) + · · · + e ( s 1 s 2 ... s k − 1 , s ) .

  49. Positive multipliers of the Fourier algebra of a free group Theorem Let θ ∈ R . Then the function ϕ θ : t → θ | t | on F ∞ is positive definite if and only if − 1 ≤ θ ≤ 1.

  50. Positive multipliers of the Fourier algebra of a free group Theorem Let θ ∈ R . Then the function ϕ θ : t → θ | t | on F ∞ is positive definite if and only if − 1 ≤ θ ≤ 1. It turns out that the functions ϕ θ can be used to synthesise all positive definite radial functions on F ∞ :

  51. Positive multipliers of the Fourier algebra of a free group Theorem Let θ ∈ R . Then the function ϕ θ : t → θ | t | on F ∞ is positive definite if and only if − 1 ≤ θ ≤ 1. It turns out that the functions ϕ θ can be used to synthesise all positive definite radial functions on F ∞ : Theorem (Haagerup-Knudby, 2013) Let ϕ : F ∞ → C be a radial function with ϕ ( e ) = 1. The following are equivalent:

  52. Positive multipliers of the Fourier algebra of a free group Theorem Let θ ∈ R . Then the function ϕ θ : t → θ | t | on F ∞ is positive definite if and only if − 1 ≤ θ ≤ 1. It turns out that the functions ϕ θ can be used to synthesise all positive definite radial functions on F ∞ : Theorem (Haagerup-Knudby, 2013) Let ϕ : F ∞ → C be a radial function with ϕ ( e ) = 1. The following are equivalent: (i) The function ϕ is positive definite;

  53. Positive multipliers of the Fourier algebra of a free group Theorem Let θ ∈ R . Then the function ϕ θ : t → θ | t | on F ∞ is positive definite if and only if − 1 ≤ θ ≤ 1. It turns out that the functions ϕ θ can be used to synthesise all positive definite radial functions on F ∞ : Theorem (Haagerup-Knudby, 2013) Let ϕ : F ∞ → C be a radial function with ϕ ( e ) = 1. The following are equivalent: (i) The function ϕ is positive definite; (ii) There exists a probability measure µ on [ − 1 , 1] such that � θ | x | d µ ( θ ) , ϕ ( x ) = x ∈ F ∞ .

  54. The radial algebra Fix r ∈ N and let E n = { x ∈ F r : | x | = n } .

  55. The radial algebra Fix r ∈ N and let E n = { x ∈ F r : | x | = n } . For n > 0, let µ n be the function taking the same constant value on the elements of E n and zero on F r \ E n , such that 1 � x µ n ( x ) = 1 (note that the constant value equals 2 r (2 r − 1) n − 1 ).

  56. The radial algebra Fix r ∈ N and let E n = { x ∈ F r : | x | = n } . For n > 0, let µ n be the function taking the same constant value on the elements of E n and zero on F r \ E n , such that 1 � x µ n ( x ) = 1 (note that the constant value equals 2 r (2 r − 1) n − 1 ). Let µ 0 be the characteristic function of the singleton { e } .

  57. The radial algebra Fix r ∈ N and let E n = { x ∈ F r : | x | = n } . For n > 0, let µ n be the function taking the same constant value on the elements of E n and zero on F r \ E n , such that 1 � x µ n ( x ) = 1 (note that the constant value equals 2 r (2 r − 1) n − 1 ). Let µ 0 be the characteristic function of the singleton { e } . Denote by A the subalgebra of the group algebra C [ F r ] generated by µ n , n ≥ 0 – this is the algebra of all radial functions on F r , equipped with the operation of convolution. Clearly, A is the linear span of { µ n : n ≥ 0 } .

  58. The radial algebra Fix r ∈ N and let E n = { x ∈ F r : | x | = n } . For n > 0, let µ n be the function taking the same constant value on the elements of E n and zero on F r \ E n , such that 1 � x µ n ( x ) = 1 (note that the constant value equals 2 r (2 r − 1) n − 1 ). Let µ 0 be the characteristic function of the singleton { e } . Denote by A the subalgebra of the group algebra C [ F r ] generated by µ n , n ≥ 0 – this is the algebra of all radial functions on F r , equipped with the operation of convolution. Clearly, A is the linear span of { µ n : n ≥ 0 } . Lemma Let q = 2 r − 1. Then 1 q µ 1 ∗ µ n = q + 1 µ n − 1 + q + 1 µ n +1 , n ≥ 1 .

  59. The radial algebra Proof. We have 1 � µ 1 ( y ) µ n ( y − 1 x ) = � µ n ( y − 1 x ) . µ 1 ∗ µ n ( x ) = (1) q + 1 y ∈ F r | y | =1 Let { a 1 , . . . , a q +1 } be the set of words of length one. If | x | = n + 1, then among the words a j x , j = 1 , . . . , q , there is only x ′ (for one of length n , namely, the word a j x for which x = a − 1 j some x ′ ∈ F r ). Thus, in this case 1 1 q µ 1 ∗ µ n ( x ) = ( q + 1) q n − 1 = q + 1 µ n +1 ( x ) . q + 1

  60. The radial algebra Proof. If | x | = n − 1, then among the words a j x , j = 1 , . . . , r , there are q of length n , and thus 1 q 1 µ 1 ∗ µ n ( x ) = ( q + 1) q n − 1 = q + 1 µ n − 1 ( x ) . q + 1 Finally, if x has length different from n + 1 or n − 1 then all words a j x , j = 1 , . . . , q have length different from n and hence the right hand side of (1) is zero. The claim follows.

  61. The polynomials P n Define a sequence ( P n ) of polynomials by setting P 0 ( x ) = 1, P 1 ( x ) = x and P n +1 ( x ) = q + 1 xP n ( x ) − 1 q P n − 1 ( x ) , n ≥ 1 . (2) q

  62. The polynomials P n Define a sequence ( P n ) of polynomials by setting P 0 ( x ) = 1, P 1 ( x ) = x and P n +1 ( x ) = q + 1 xP n ( x ) − 1 q P n − 1 ( x ) , n ≥ 1 . (2) q By the definition of this sequence, we have that µ n = P n ( µ 1 ) , n ≥ 0 . (3) (Here, the product is taken with respect to the convolution.)

  63. The Laplace operator The Laplace operator is the linear map L acting on C [ F r ] and given by L ϕ = µ 1 ∗ ϕ, ϕ ∈ C [ F r ] .

  64. The Laplace operator The Laplace operator is the linear map L acting on C [ F r ] and given by L ϕ = µ 1 ∗ ϕ, ϕ ∈ C [ F r ] . If ϕ ∈ C [ F r ] and x ∈ F r , then 1 � L ϕ ( x ) = ϕ ( y ) , q + 1 y where the sum is taken over all neighbours y of x in the Cayley graph of F r .

  65. Spherical functions Definition Call a function ϕ ∈ C [ F r ] spherical if ϕ is radial, ϕ ( e ) = 1 and L ϕ = s ϕ for some s ∈ C .

  66. Spherical functions Definition Call a function ϕ ∈ C [ F r ] spherical if ϕ is radial, ϕ ( e ) = 1 and L ϕ = s ϕ for some s ∈ C . Suppose that ϕ ∈ C [ F r ] is spherical and let ˙ ϕ be as usual the underlying function defined on N 0 . We have ϕ ( n + 1) = q + 1 ϕ ( n ) − 1 ϕ (0) = 1 , ˙ ˙ ϕ (1) = s , ˙ s ˙ q ˙ ϕ ( n − 1) . q

  67. Spherical functions Definition Call a function ϕ ∈ C [ F r ] spherical if ϕ is radial, ϕ ( e ) = 1 and L ϕ = s ϕ for some s ∈ C . Suppose that ϕ ∈ C [ F r ] is spherical and let ˙ ϕ be as usual the underlying function defined on N 0 . We have ϕ ( n + 1) = q + 1 ϕ ( n ) − 1 ϕ (0) = 1 , ˙ ˙ ϕ (1) = s , ˙ s ˙ q ˙ ϕ ( n − 1) . q We have that ϕ ( n ) = P n ( s ) , ˙ n ≥ 0 .

  68. Spherical functions Definition Call a function ϕ ∈ C [ F r ] spherical if ϕ is radial, ϕ ( e ) = 1 and L ϕ = s ϕ for some s ∈ C . Suppose that ϕ ∈ C [ F r ] is spherical and let ˙ ϕ be as usual the underlying function defined on N 0 . We have ϕ ( n + 1) = q + 1 ϕ ( n ) − 1 ϕ (0) = 1 , ˙ ˙ ϕ (1) = s , ˙ s ˙ q ˙ ϕ ( n − 1) . q We have that ϕ ( n ) = P n ( s ) , ˙ n ≥ 0 . It also follows that for each s ∈ C there exists a unique spherical function corresponding to the eigenvalue s ; we denote this function by ϕ s .

  69. Spherical functions On the group algebra C [ F r ], consider the bilinear form �· , ·� given by � � f , g � = f ( x ) g ( x ) , f , g ∈ C [ F r ] . x ∈ F r

  70. Spherical functions On the group algebra C [ F r ], consider the bilinear form �· , ·� given by � � f , g � = f ( x ) g ( x ) , f , g ∈ C [ F r ] . x ∈ F r If ϕ ∈ A then � µ n , ϕ � = ˙ ϕ ( n ) , n ≥ 0 .

  71. Spherical functions On the group algebra C [ F r ], consider the bilinear form �· , ·� given by � � f , g � = f ( x ) g ( x ) , f , g ∈ C [ F r ] . x ∈ F r If ϕ ∈ A then � µ n , ϕ � = ˙ ϕ ( n ) , n ≥ 0 . Thus, � µ n , ϕ s � = P n ( s ) , n ≥ 0 .

  72. Spherical functions Lemma Let ϕ : F r → C be a non-zero radial function. The following are equivalent: (i) ϕ is spherical;

  73. Spherical functions Lemma Let ϕ : F r → C be a non-zero radial function. The following are equivalent: (i) ϕ is spherical; (ii) the functional f → � f , ϕ � on A is multiplicative.

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