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All the above, which was quite nice, was about index <math>N\in[1,4]</math>, where the Jones annular theory result from <ref name="jo5">V.F.R. Jones, The annular structure of subfactors, ''Monogr. Enseign. Math.'' '''38''' (2001), 401--463.</ref> does not apply. In higher index now, <math>N\in(4,\infty)</math>, where the Jones result does apply, the precise correct “blowup” manipulation on the spectral measure is not known yet. The known results here are as follows: | |||
<ul><li> One one hand, there is as a computation for some basic Hadamard subfactors, with nice blowup, on a certain noncommutative manifold <ref name="bbi">T. Banica and J. Bichon, Random walk questions for linear quantum groups, ''Int. Math. Res. Not.'' '''24''' (2015), 13406--13436.</ref>. | |||
</li> | |||
<li> On the other hand, there are many computations by Evans-Pugh, with quite technical blowup results, on some suitable real algebraic manifolds <ref name="epu">D.E. Evans and M. Pugh, Spectral measures and generating series for nimrep graphs in subfactor theory, ''Comm. Math. Phys.'' '''295''' (2010), 363--413.</ref>. | |||
</li> | |||
</ul> | |||
We will discuss in what follows (1), and to be more precise the computation of the spectral measure, and then the blowup problem, for the subfactors coming from the deformed Fourier matrices. Let us start with the following definition: | |||
{{defncard|label=|id=|Given two finite abelian groups <math>G,H</math>, we consider the corresponding deformed Fourier matrix, given by the formula | |||
<math display="block"> | |||
(F_G\otimes_Q F_H)_{ia,jb}=Q_{ib}(F_G)_{ij}(F_H)_{ab} | |||
</math> | |||
and we factorize the associated representation <math>\pi_Q</math> of the algebra <math>C(S_{G\times H}^+)</math>, | |||
<math display="block"> | |||
\xymatrix@R=40pt@C=40pt | |||
{C(S_{G\times H}^+)\ar[rr]^{\pi_Q}\ar[rd]&&M_{G\times H}(\mathbb C)\\&C(G_Q)\ar[ur]_\pi&} | |||
</math> | |||
with <math>C(G_Q)</math> being the Hopf image of this representation <math>\pi_Q</math>.}} | |||
Explicitely computing the above quantum permutation group <math>G_Q\subset S_{G\times H}^+</math>, as function of the parameter matrix <math>Q\in M_{G\times H}(\mathbb T)</math>, will be our main purpose, in what follows. In order to do so, we first have the following elementary result: | |||
{{proofcard|Proposition|proposition-1|We have a factorization as follows, | |||
<math display="block"> | |||
\xymatrix@R=40pt@C=40pt | |||
{C(S_{G\times H}^+)\ar[rr]^{\pi_Q}\ar[rd]&&M_{G\times H}(\mathbb C)\\&C(H\wr_*G)\ar[ur]_\pi&} | |||
</math> | |||
given on the standard generators by the formulae | |||
<math display="block"> | |||
U_{ab}^{(i)}=\sum_jW_{ia,jb}\quad,\quad | |||
V_{ij}=\sum_aW_{ia,jb} | |||
</math> | |||
independently of <math>b</math>, where <math>W</math> is the magic matrix producing <math>\pi_Q</math>. | |||
|With <math>K=F_G,L=F_H</math> and <math>M=|G|,N=|H|</math>, the formula of the magic matrix <math>W\in M_{G\times H}(M_{G\times H}(\mathbb C))</math> associated to <math>H=K\otimes_QL</math> is as follows: | |||
<math display="block"> | |||
\begin{eqnarray*} | |||
(W_{ia,jb})_{kc,ld} | |||
&=&\frac{1}{MN}\cdot\frac{Q_{ic}Q_{jd}}{Q_{id}Q_{jc}}\cdot\frac{K_{ik}K_{jl}}{K_{il}K_{jk}}\cdot\frac{L_{ac}L_{bd}}{L_{ad}L_{bc}}\\ | |||
&=&\frac{1}{MN}\cdot\frac{Q_{ic}Q_{jd}}{Q_{id}Q_{jc}}\cdot K_{i-j,k-l}L_{a-b,c-d} | |||
\end{eqnarray*} | |||
</math> | |||
Our claim now is that the representation <math>\pi_Q</math> constructed in Definition 16.21 can be factorized in three steps, up to the factorization in the statement, as follows: | |||
<math display="block"> | |||
\xymatrix@R=60pt@C=50pt | |||
{C(S_{G\times H}^+)\ar[rr]^{\pi_Q}\ar[d]&&M_{G\times H}(\mathbb C)\\ | |||
C(S_H^+\wr_*S_G^+)\ar[r]\ar@{. > }[rru]&C(S_H^+\wr_*G)\ar[r]\ar@{. > }[ur]&C(H\wr_*G)\ar@{. > }[u]} | |||
</math> | |||
Indeed, the construction of the map on the left is standard. Regarding the second factorization, this comes from the fact that since the elements <math>V_{ij}</math> depend on <math>i-j</math>, they satisfy the defining relations for the quotient algebra <math>C(S_G^+)\to C(G)</math>. Finally, regarding the third factorization, observe that <math>W_{ia,jb}</math> depends only on <math>i,j</math> and on <math>a-b</math>. By summing over <math>j</math> we obtain that the elements <math>U_{ab}^{(i)}</math> depend only on <math>a-b</math>, and we are done.}} | |||
We have now all needed ingredients for refining Proposition 16.22, as follows: | |||
{{proofcard|Proposition|proposition-2|We have a factorization as follows, | |||
<math display="block"> | |||
\xymatrix@R=40pt@C=30pt | |||
{C(S_{G\times H}^+)\ar[rr]^{\pi_Q}\ar[rd]&&M_{G\times H}(\mathbb C)\\&C^*(\Gamma_{G,H})\rtimes C(G)\ar[ur]_\rho&} | |||
</math> | |||
where the group on the bottom is given by: | |||
<math display="block"> | |||
\Gamma_{G,H}=H^{*G}\Big/\left < [c_1^{(i_1)}\ldots c_s^{(i_s)},d_1^{(j_1)}\ldots d_s^{(j_s)}]=1\Big|\sum_rc_r=\sum_rd_r=0\right > | |||
</math> | |||
|Assume that we have a representation, as follows: | |||
<math display="block"> | |||
\pi:C^*(\Gamma)\rtimes C(G)\to M_L(\mathbb C) | |||
</math> | |||
Let <math>\Lambda</math> be a <math>G</math>-stable normal subgroup of <math>\Gamma</math>, so that <math>G</math> acts on <math>\Gamma/\Lambda</math>, and we can form the product <math>C^*(\Gamma/\Lambda)\rtimes C(G)</math>, and assume that <math>\pi</math> is trivial on <math>\Lambda</math>. Then <math>\pi</math> factorizes as: | |||
<math display="block"> | |||
\xymatrix@R=40pt@C=30pt | |||
{C^*(\Gamma)\rtimes C(G)\ar[rr]^\pi\ar[rd]&&M_L(\mathbb C)\\&C^*(\Gamma/\Lambda)\rtimes C(G)\ar[ur]_\rho} | |||
</math> | |||
With <math>\Gamma=H^{*G}</math>, this gives the result.}} | |||
We have now all the needed ingredients for proving a main result, as follows: | |||
{{proofcard|Theorem|theorem-1|When <math>Q</math> is generic, the minimal factorization for <math>\pi_Q</math> is | |||
<math display="block"> | |||
\xymatrix@R=45pt@C=40pt | |||
{C(S_{G\times H}^+)\ar[rr]^{\pi_Q}\ar[rd]&&M_{G\times H}(\mathbb C)\\&C^*(\Gamma_{G,H})\rtimes C(G)\ar[ur]_\pi&} | |||
</math> | |||
where on the bottom | |||
<math display="block"> | |||
\Gamma_{G,H}\simeq\mathbb Z^{(|G|-1)(|H|-1)}\rtimes H | |||
</math> | |||
is the discrete group constructed above. | |||
|Consider the factorization in Proposition 16.23, which is as follows, where <math>L</math> denotes the Hopf image of <math>\pi_Q</math>: | |||
<math display="block"> | |||
\theta : C^*(\Gamma_{G,H})\rtimes C(G)\to L | |||
</math> | |||
To be more precise, this morphism produces the following commutative diagram: | |||
<math display="block"> | |||
\xymatrix@R=40pt@C=40pt | |||
{C(S_{G\times H}^+) \ar[rr]^{\pi_Q} \ar[dr]_{} \ar@/_/[ddr]_{}& & M_{G\times H}(\mathbb C) \\ | |||
& L \ar[ur]_{} & \\ | |||
& C^*(\Gamma_{G,H})\rtimes C(G) \ar@{-- > }[u]_\theta \ar@/_/[uur]_{\pi}& | |||
} | |||
</math> | |||
The first observation is that the injectivity assumption on <math>C(G)</math> holds by construction, and that for <math>f \in C(G)</math>, the matrix <math>\pi(f)</math> is “block scalar”. Now for <math>r \in \Gamma_{G,H}</math> with <math>\theta(r\otimes 1)=\theta(1 \otimes f)</math> for some <math>f \in C(G)</math>, we see, using the commutative diagram, that <math>\pi(r \otimes 1)</math> is block scalar. Thus, modulo some standard algebra, we are done.}} | |||
Summarizing, we have computed the quantum permutation groups associated to the Di\c t\u a deformations of the tensor products of Fourier matrices, in the case where the deformation matrix <math>Q</math> is generic. For some further computations, in the case where the deformation matrix <math>Q</math> is no longer generic, we refer to the follow-ups of <ref name="bbi">T. Banica and J. Bichon, Random walk questions for linear quantum groups, ''Int. Math. Res. Not.'' '''24''' (2015), 13406--13436.</ref>. | |||
Let us compute now the Kesten measure <math>\mu=law(\chi)</math>, in the case where the deformation matrix is generic, as before. Our results here will be a combinatorial moment formula, a geometric interpretation of it, and an asymptotic result. We first have: | |||
{{proofcard|Theorem|theorem-2|We have the moment formula | |||
<math display="block"> | |||
\int\chi^p | |||
=\frac{1}{|G|\cdot|H|}\#\left\{\begin{matrix}i_1,\ldots,i_p\in G\\ d_1,\ldots,d_p\in H\end{matrix}\Big|\begin{matrix}[(i_1,d_1),(i_2,d_2),\ldots,(i_p,d_p)]\ \ \ \ \\=[(i_1,d_p),(i_2,d_1),\ldots,(i_p,d_{p-1})]\end{matrix}\right\} | |||
</math> | |||
where the sets between square brackets are by definition sets with repetition. | |||
|According to the various formulae above, the factorization found in Theorem 16.24 is, at the level of standard generators, as follows: | |||
<math display="block"> | |||
\begin{matrix} | |||
C(S_{G\times H}^+)&\to&C^*(\Gamma_{G,H})\otimes C(G)&\to&M_{G\times H}(\mathbb C)\\ | |||
u_{ia,jb}&\to&\frac{1}{|H|}\sum_cF_{b-a,c}c^{(i)}\otimes v_{ij}&\to&W_{ia,jb} | |||
\end{matrix} | |||
</math> | |||
Thus, the main character of the quantum permutation group that we found in Theorem 16.24 is given by the following formula: | |||
<math display="block"> | |||
\begin{eqnarray*} | |||
\chi | |||
&=&\frac{1}{|H|}\sum_{iac}c^{(i)}\otimes v_{ii}\\ | |||
&=&\sum_{ic}c^{(i)}\otimes v_{ii}\\ | |||
&=&\left(\sum_{ic}c^{(i)}\right)\otimes\delta_1 | |||
\end{eqnarray*} | |||
</math> | |||
Now since the Haar functional of <math>C^*(\Gamma)\rtimes C(H)</math> is the tensor product of the Haar functionals of <math>C^*(\Gamma),C(H)</math>, this gives the following formula, valid for any <math>p\geq1</math>: | |||
<math display="block"> | |||
\int\chi^p=\frac{1}{|G|}\int_{\widehat{\Gamma}_{G,H}}\left(\sum_{ic}c^{(i)}\right)^p | |||
</math> | |||
Consider the elements <math>S_i=\sum_cc^{(i)}</math>. With standard notations, we have: | |||
<math display="block"> | |||
S_i=\sum_c(b_{i0}-b_{ic},c) | |||
</math> | |||
Now observe that these elements multiply as follows: | |||
<math display="block"> | |||
S_{i_1}\ldots S_{i_p}=\sum_{c_1\ldots c_p} | |||
\begin{pmatrix} | |||
b_{i_10}-b_{i_1c_1}+b_{i_2c_1}-b_{i_2,c_1+c_2}&&\\ | |||
+b_{i_3,c_1+c_2}-b_{i_3,c_1+c_2+c_3}+\ldots\ldots&,&c_1+\ldots+c_p&\\ | |||
\ldots\ldots+b_{i_p,c_1+\ldots+c_{p-1}}-b_{i_p,c_1+\ldots+c_p}&& | |||
\end{pmatrix} | |||
</math> | |||
In terms of the new indices <math>d_r=c_1+\ldots+c_r</math>, this formula becomes: | |||
<math display="block"> | |||
S_{i_1}\ldots S_{i_p}=\sum_{d_1\ldots d_p} | |||
\begin{pmatrix} | |||
b_{i_10}-b_{i_1d_1}+b_{i_2d_1}-b_{i_2d_2}&&\\ | |||
+b_{i_3d_2}-b_{i_3d_3}+\ldots\ldots&,&d_p&\\ | |||
\ldots\ldots+b_{i_pd_{p-1}}-b_{i_pd_p}&& | |||
\end{pmatrix} | |||
</math> | |||
Now by integrating, we must have <math>d_p=0</math> on one hand, and on the other hand: | |||
<math display="block"> | |||
[(i_1,0),(i_2,d_1),\ldots,(i_p,d_{p-1})]=[(i_1,d_1),(i_2,d_2),\ldots,(i_p,d_p)] | |||
</math> | |||
Equivalently, we must have <math>d_p=0</math> on one hand, and on the other hand: | |||
<math display="block"> | |||
[(i_1,d_p),(i_2,d_1),\ldots,(i_p,d_{p-1})]=[(i_1,d_1),(i_2,d_2),\ldots,(i_p,d_p)] | |||
</math> | |||
Thus, by translation invariance with respect to <math>d_p</math>, we obtain: | |||
<math display="block"> | |||
\int_{\widehat{\Gamma}_{G,H}}S_{i_1}\ldots S_{i_p} | |||
=\frac{1}{|H|}\#\left\{d_1,\ldots,d_p\in H\Big|\begin{matrix}[(i_1,d_1),(i_2,d_2),\ldots,(i_p,d_p)]\ \ \ \ \\=[(i_1,d_p),(i_2,d_1),\ldots,(i_p,d_{p-1})]\end{matrix}\right\} | |||
</math> | |||
It follows that we have the following moment formula: | |||
<math display="block"> | |||
\int_{\widehat{\Gamma}_{G,H}}\left(\sum_iS_i\right)^p | |||
=\frac{1}{|H|}\#\left\{\begin{matrix}i_1,\ldots,i_p\in G\\ d_1,\ldots,d_p\in H\end{matrix}\Big|\begin{matrix}[(i_1,d_1),(i_2,d_2),\ldots,(i_p,d_p)]\ \ \ \ \\=[(i_1,d_p),(i_2,d_1),\ldots,(i_p,d_{p-1})]\end{matrix}\right\} | |||
</math> | |||
Now by dividing by <math>|G|</math>, we obtain the formula in the statement.}} | |||
The formula in Theorem 16.25 can be further interpreted as follows: | |||
{{proofcard|Theorem|theorem-3|With <math>M=|G|,N=|H|</math> we have the formula | |||
<math display="block"> | |||
law(\chi)=\left(1-\frac{1}{N}\right)\delta_0+\frac{1}{N}law(A) | |||
</math> | |||
where the matrix | |||
<math display="block"> | |||
A\in C(\mathbb T^{MN},M_M(\mathbb C)) | |||
</math> | |||
is given by <math>A(q)=</math> Gram matrix of the rows of <math>q</math>. | |||
|According to Theorem 16.25, we have the following formula: | |||
<math display="block"> | |||
\begin{eqnarray*} | |||
\int\chi^p | |||
&=&\frac{1}{MN}\sum_{i_1\ldots i_p}\sum_{d_1\ldots d_p}\delta_{[i_1d_1,\ldots,i_pd_p],[i_1d_p,\ldots,i_pd_{p-1}]}\\ | |||
&=&\frac{1}{MN}\int_{\mathbb T^{MN}}\sum_{i_1\ldots i_p}\sum_{d_1\ldots d_p}\frac{q_{i_1d_1}\ldots q_{i_pd_p}}{q_{i_1d_p}\ldots q_{i_pd_{p-1}}}\,dq\\ | |||
&=&\frac{1}{MN}\int_{\mathbb T^{MN}}\sum_{i_1\ldots i_p}\left(\sum_{d_1}\frac{q_{i_1d_1}}{q_{i_2d_1}}\right)\left(\sum_{d_2}\frac{q_{i_2d_2}}{q_{i_3d_2}}\right)\ldots\left(\sum_{d_p}\frac{q_{i_pd_p}}{q_{i_1d_p}}\right)dq | |||
\end{eqnarray*} | |||
</math> | |||
Consider now the Gram matrix in the statement, namely: | |||
<math display="block"> | |||
A(q)_{ij}= < R_i,R_j > | |||
</math> | |||
Here <math>R_1,\ldots,R_M</math> are the rows of the following matrix: | |||
<math display="block"> | |||
q\in \mathbb T^{MN}\simeq M_{M\times N}(\mathbb T) | |||
</math> | |||
We have then the following computation: | |||
<math display="block"> | |||
\begin{eqnarray*} | |||
\int\chi^p | |||
&=&\frac{1}{MN}\int_{\mathbb T^{MN}} < R_{i_1},R_{i_2} > < R_{i_2},R_{i_3} > \ldots < R_{i_p},R_{i_1} > \\ | |||
&=&\frac{1}{MN}\int_{\mathbb T^{MN}}A(q)_{i_1i_2}A(q)_{i_2i_3}\ldots A(q)_{i_pi_1}\\ | |||
&=&\frac{1}{MN}\int_{\mathbb T^{MN}}Tr(A(q)^p)dq\\ | |||
&=&\frac{1}{N}\int_{\mathbb T^{MN}}tr(A(q)^p)dq | |||
\end{eqnarray*} | |||
</math> | |||
But this gives the formula in the statement, and we are done.}} | |||
In general, the moments of the Gram matrix <math>A</math> are given by a quite complicated formula, and we cannot expect to have a refinement of Theorem 16.26, with <math>A</math> replaced by a plain, non-matricial random variable, say over a compact abelian group. | |||
However, this kind of simplification does appear at <math>M=2</math>, and since this phenomenon is quite interesting, we will explain this now. We first have: | |||
{{proofcard|Proposition|proposition-3|For <math>F_2\otimes_QF_H</math>, with <math>Q\in M_{2\times N}(\mathbb T)</math> generic, we have | |||
<math display="block"> | |||
N\int\left(\frac{\chi}{N}\right)^p=\int_{\mathbb T^N}\sum_{k\geq0}\binom{p}{2k}\left|\frac{a_1+\ldots+a_N}{N}\right|^{2k}da | |||
</math> | |||
where the integral on the right is with respect to the uniform measure on <math>\mathbb T^N</math>. | |||
|In order to prove the result, consider the following quantity, which appeared in the proof of Theorem 16.26: | |||
<math display="block"> | |||
\Phi(q)=\sum_{i_1\ldots i_p}\sum_{d_1\ldots d_p}\frac{q_{i_1d_1}\ldots q_{i_pd_p}}{q_{i_1d_p}\ldots q_{i_pd_{p-1}}} | |||
</math> | |||
We can “half-dephase” the matrix <math>q\in M_{2\times N}(\mathbb T)</math> if we want to, as follows: | |||
<math display="block"> | |||
q=\begin{pmatrix}1&\ldots&1\\ a_1&\ldots&a_N\end{pmatrix} | |||
</math> | |||
Let us compute now the above quantity <math>\Phi(q)</math>, in terms of the numbers <math>a_1,\ldots,a_N</math>. Our claim is that we have the following formula: | |||
<math display="block"> | |||
\Phi(q)=2\sum_{k\geq0}N^{p-2k}\binom{p}{2k}\left|\sum_ia_i\right|^{2k} | |||
</math> | |||
Indeed, the idea is that: | |||
(1) The <math>2N^k</math> contribution will come from <math>i=(1\ldots1)</math> and <math>i=(2\ldots2)</math>. | |||
(2) Then we will have a <math>p(p-1)N^{k-2}|\sum_ia_i|^2</math> contribution coming from indices of type <math>i=(2\ldots 21\ldots1)</math>, up to cyclic permutations. | |||
(3) Then we will have a <math>2\binom{p}{4}N^{p-4}|\sum_ia_i|^4</math> contribution coming from indices of type <math>i=(2\ldots 21\ldots12\ldots21\ldots1)</math>. | |||
(4) And so on. | |||
In practice now, in order to prove our claim, in order to find the <math>N^{p-2k}|\sum_ia_i|^{2k}</math> contribution, we have to count the circular configurations consisting of <math>p</math> numbers <math>1,2</math>, such that the <math>1</math> values are arranged into <math>k</math> non-empty intervals, and the <math>2</math> values are arranged into <math>k</math> non-empty intervals as well. Now by looking at the endpoints of these <math>2k</math> intervals, we have <math>2\binom{p}{2k}</math> choices, and this gives the above formula. | |||
Now by integrating, this gives the formula in the statement.}} | |||
Observe now that the integrals in Proposition 16.27 can be computed as follows: | |||
<math display="block"> | |||
\begin{eqnarray*} | |||
\int_{\mathbb T^N}|a_1+\ldots+a_N|^{2k}da | |||
&=&\int_{\mathbb T^N}\sum_{i_1\ldots i_k}\sum_{j_1\ldots j_k}\frac{a_{i_1}\ldots a_{i_k}}{a_{j_1}\ldots a_{j_k}}da\\ | |||
&=&\#\left\{i_1\ldots i_k,j_1\ldots j_k\Big|[i_1,\ldots,i_k]=[j_1,\ldots,j_k]\right\}\\ | |||
&=&\sum_{k=\sum r_i}\binom{k}{r_1,\ldots,r_N}^2 | |||
\end{eqnarray*} | |||
</math> | |||
We obtain in this way the following “blowup” result, for our measure: | |||
{{proofcard|Proposition|proposition-4|For <math>F_2\otimes_QF_H</math>, with <math>Q\in M_{2\times N}(\mathbb T)</math> generic, we have | |||
<math display="block"> | |||
\mu=\left(1-\frac{1}{N}\right)\delta_0+\frac{1}{2N}\left(\Psi^+_*\varepsilon+\Psi^-_*\varepsilon\right) | |||
</math> | |||
where <math>\varepsilon</math> is the uniform measure on <math>\mathbb T^N</math>, and where the blowup function is: | |||
<math display="block"> | |||
\Psi^\pm(a)=N\pm\left|\sum_ia_i\right| | |||
</math> | |||
|We use the formula found in Proposition 16.27, along with the following standard identity, coming from the Taylor formula: | |||
<math display="block"> | |||
\sum_{k\geq0}\binom{p}{2k}x^{2k}=\frac{(1+x)^p+(1-x)^p}{2} | |||
</math> | |||
By using this identity, Proposition 16.27 reformulates as follows: | |||
<math display="block"> | |||
N\int\left(\frac{\chi}{N}\right)^p=\frac{1}{2}\int_{\mathbb T^N}\left(1+\left|\frac{\sum_ia_i}{N}\right|\right)^p+\left(1-\left|\frac{\sum_ia_i}{N}\right|\right)^p\,da | |||
</math> | |||
Now by multiplying by <math>N^{p-1}</math>, we obtain the following formula: | |||
<math display="block"> | |||
\int\chi^k=\frac{1}{2N}\int_{\mathbb T^N}\left(N+\left|\sum_ia_i\right|\right)^p+\left(N-\left|\sum_ia_i\right|\right)^p\,da | |||
</math> | |||
But this gives the formula in the statement, and we are done.}} | |||
We can further improve the above result, by reducing the maps <math>\Psi^\pm</math> appearing there to a single one, and we are led to the following statement: | |||
{{proofcard|Theorem|theorem-4|For <math>F_2\otimes_QF_H</math>, with <math>Q\in M_{2\times N}(\mathbb T)</math> generic, we have | |||
<math display="block"> | |||
\mu=\left(1-\frac{1}{N}\right)\delta_0+\frac{1}{N}\Phi_*\varepsilon | |||
</math> | |||
where <math>\varepsilon</math> is the uniform measure on <math>\mathbb Z_2\times\mathbb T^N</math>, and where the blowup map is: | |||
<math display="block"> | |||
\Phi(e,a)=N+e\left|\sum_ia_i\right| | |||
</math> | |||
|This is clear indeed from Proposition 16.28.}} | |||
As already mentioned, the above results at <math>M=2</math> are something quite special. In the general case, <math>M\in\mathbb N</math>, it is not clear how to construct a nice blowup of the measure. | |||
Asymptotically, things are however quite simple. Let us go back indeed to the general case, where <math>M,N\in\mathbb N</math> are both arbitrary. The problem that we would like to solve now is that of finding the good regime, of the following type, where the measure in Theorem 16.25 converges, after some suitable manipulations: | |||
<math display="block"> | |||
M=f(K)\quad,\quad | |||
N=g(K)\quad,\quad | |||
K\to\infty | |||
</math> | |||
In order to do so, we have to do some combinatorics. Let <math>NC(p)</math> be the set of noncrossing partitions of <math>\{1,\ldots,p\}</math>, and for <math>\pi\in P(p)</math> we denote by <math>|\pi|\in\{1,\ldots,p\}</math> the number of blocks. With these conventions, we have the following result: | |||
{{proofcard|Proposition|proposition-5|With <math>M=\alpha K,N=\beta K</math>, <math>K\to\infty</math> we have: | |||
<math display="block"> | |||
\frac{c_p}{K^{p-1}}\simeq\sum_{r=1}^p\#\left\{\pi\in NC(p)\Big||\pi|=r\right\}\alpha^{r-1}\beta^{p-r} | |||
</math> | |||
In particular, with <math>\alpha=\beta</math> we have: | |||
<math display="block"> | |||
c_p\simeq\frac{1}{p+1}\binom{2p}{p}(\alpha K)^{p-1} | |||
</math> | |||
|We use the combinatorial formula in Theorem 16.25. Our claim is that, with <math>\pi=\ker(i_1,\ldots,i_p)</math>, the corresponding contribution to <math>c_p</math> is: | |||
<math display="block"> | |||
C_\pi\simeq | |||
\begin{cases} | |||
\alpha^{|\pi|-1}\beta^{p-|\pi|}K^{p-1}&{\rm if}\ \pi\in NC(p)\\ | |||
O(K^{p-2})&{\rm if}\ \pi\notin NC(p) | |||
\end{cases} | |||
</math> | |||
As a first observation, the number of choices for a multi-index <math>(i_1,\ldots,i_p)\in X^p</math> satisfying <math>\ker i=\pi</math> is: | |||
<math display="block"> | |||
M(M-1)\ldots (M-|\pi|+1)\simeq M^{|\pi|} | |||
</math> | |||
Thus, we have the following estimate: | |||
<math display="block"> | |||
C_\pi\simeq M^{|\pi|-1}N^{-1}\#\left\{d_1,\ldots,d_p\in Y\Big|[d_\alpha|\alpha\in b]=[d_{\alpha-1}|\alpha\in b],\forall b\in\pi\right\} | |||
</math> | |||
Consider now the following partition: | |||
<math display="block"> | |||
\sigma=\ker d | |||
</math> | |||
The contribution of <math>\sigma</math> to the above quantity <math>C_\pi</math> is then given by: | |||
<math display="block"> | |||
\Delta(\pi,\sigma)N(N-1)\ldots(N-|\sigma|+1)\simeq\Delta(\pi,\sigma)N^{|\sigma|} | |||
</math> | |||
Here the quantities on the right are as follows: | |||
<math display="block"> | |||
\Delta(\pi,\sigma)=\begin{cases} | |||
1&{\rm if}\ |b\cap c|=|(b-1)\cap c|,\forall b\in\pi,\forall c\in\sigma\\ | |||
0&{\rm otherwise} | |||
\end{cases} | |||
</math> | |||
We use now the standard fact that for <math>\pi,\sigma\in P(p)</math> satisfying <math>\Delta(\pi,\sigma)=1</math> we have: | |||
<math display="block"> | |||
|\pi|+|\sigma|\leq p+1 | |||
</math> | |||
In addition, the equality case is well-known to happen when <math>\pi,\sigma\in NC(p)</math> are inverse to each other, via Kreweras complementation. This shows that for <math>\pi\notin NC(p)</math> we have: | |||
<math display="block"> | |||
C_\pi=O(K^{p-2}) | |||
</math> | |||
Also, this shows that for <math>\pi\in NC(p)</math> we have: | |||
<math display="block"> | |||
\begin{eqnarray*} | |||
C_\pi | |||
&\simeq&M^{|\pi|-1}N^{-1}N^{p-|\pi|-1}\\ | |||
&=&\alpha^{|\pi|-1}\beta^{p-|\pi|}K^{p-1} | |||
\end{eqnarray*} | |||
</math> | |||
Thus, we have obtained the result.}} | |||
We denote by <math>D</math> the dilation operation, given by: | |||
<math display="block"> | |||
D_r(law(X))=law(rX) | |||
</math> | |||
With this convention, we have the following result: | |||
{{proofcard|Theorem|theorem-5|With <math>M=\alpha K,N=\beta K</math>, <math>K\to\infty</math> we have: | |||
<math display="block"> | |||
\mu=\left(1-\frac{1}{\alpha\beta K^2}\right)\delta_0+\frac{1}{\alpha\beta K^2}D_{\frac{1}{\beta K}}(\pi_{\alpha/\beta}) | |||
</math> | |||
In particular with <math>\alpha=\beta</math> we have: | |||
<math display="block"> | |||
\mu=\left(1-\frac{1}{\alpha^2K^2}\right)\delta_0+\frac{1}{\alpha^2K^2}D_{\frac{1}{\alpha K}}(\pi_1) | |||
</math> | |||
|At <math>\alpha=\beta</math>, this follows from Proposition 16.30. In general now, we have: | |||
<math display="block"> | |||
\begin{eqnarray*} | |||
\frac{c_p}{K^{p-1}} | |||
&\simeq&\sum_{\pi\in NC(p)}\alpha^{|\pi|-1}\beta^{p-|\pi|}\\ | |||
&=&\frac{\beta^p}{\alpha}\sum_{\pi\in NC(p)}\left(\frac{\alpha}{\beta}\right)^{|\pi|}\\ | |||
&=&\frac{\beta^p}{\alpha}\int x^pd\pi_{\alpha/\beta}(x) | |||
\end{eqnarray*} | |||
</math> | |||
When <math>\alpha\geq\beta</math>, where <math>d\pi_{\alpha/\beta}(x)=\varphi_{\alpha/\beta}(x)dx</math> is continuous, we obtain: | |||
<math display="block"> | |||
\begin{eqnarray*} | |||
c_p | |||
&=&\frac{1}{\alpha K}\int(\beta Kx)^p\varphi_{\alpha/\beta}(x)dx\\ | |||
&=&\frac{1}{\alpha\beta K^2}\int x^p\varphi_{\alpha/\beta}\left(\frac{x}{\beta K}\right)dx | |||
\end{eqnarray*} | |||
</math> | |||
But this gives the formula in the statement. When <math>\alpha\leq\beta</math> the computation is similar, with a Dirac mass as 0 dissapearing and reappearing, and gives the same result.}} | |||
We refer to <ref name="bbi">T. Banica and J. Bichon, Random walk questions for linear quantum groups, ''Int. Math. Res. Not.'' '''24''' (2015), 13406--13436.</ref> and related papers for more on the above. | |||
==General references== | |||
{{cite arXiv|last1=Banica|first1=Teo|year=2024|title=Principles of operator algebras|eprint=2208.03600|class=math.OA}} | |||
==References== | |||
{{reflist}} |
Latest revision as of 21:40, 22 April 2025
All the above, which was quite nice, was about index [math]N\in[1,4][/math], where the Jones annular theory result from [1] does not apply. In higher index now, [math]N\in(4,\infty)[/math], where the Jones result does apply, the precise correct “blowup” manipulation on the spectral measure is not known yet. The known results here are as follows:
- One one hand, there is as a computation for some basic Hadamard subfactors, with nice blowup, on a certain noncommutative manifold [2].
- On the other hand, there are many computations by Evans-Pugh, with quite technical blowup results, on some suitable real algebraic manifolds [3].
We will discuss in what follows (1), and to be more precise the computation of the spectral measure, and then the blowup problem, for the subfactors coming from the deformed Fourier matrices. Let us start with the following definition:
Given two finite abelian groups [math]G,H[/math], we consider the corresponding deformed Fourier matrix, given by the formula
Explicitely computing the above quantum permutation group [math]G_Q\subset S_{G\times H}^+[/math], as function of the parameter matrix [math]Q\in M_{G\times H}(\mathbb T)[/math], will be our main purpose, in what follows. In order to do so, we first have the following elementary result:
We have a factorization as follows,
With [math]K=F_G,L=F_H[/math] and [math]M=|G|,N=|H|[/math], the formula of the magic matrix [math]W\in M_{G\times H}(M_{G\times H}(\mathbb C))[/math] associated to [math]H=K\otimes_QL[/math] is as follows:
Our claim now is that the representation [math]\pi_Q[/math] constructed in Definition 16.21 can be factorized in three steps, up to the factorization in the statement, as follows:
Indeed, the construction of the map on the left is standard. Regarding the second factorization, this comes from the fact that since the elements [math]V_{ij}[/math] depend on [math]i-j[/math], they satisfy the defining relations for the quotient algebra [math]C(S_G^+)\to C(G)[/math]. Finally, regarding the third factorization, observe that [math]W_{ia,jb}[/math] depends only on [math]i,j[/math] and on [math]a-b[/math]. By summing over [math]j[/math] we obtain that the elements [math]U_{ab}^{(i)}[/math] depend only on [math]a-b[/math], and we are done.
We have now all needed ingredients for refining Proposition 16.22, as follows:
We have a factorization as follows,
Assume that we have a representation, as follows:
Let [math]\Lambda[/math] be a [math]G[/math]-stable normal subgroup of [math]\Gamma[/math], so that [math]G[/math] acts on [math]\Gamma/\Lambda[/math], and we can form the product [math]C^*(\Gamma/\Lambda)\rtimes C(G)[/math], and assume that [math]\pi[/math] is trivial on [math]\Lambda[/math]. Then [math]\pi[/math] factorizes as:
With [math]\Gamma=H^{*G}[/math], this gives the result.
We have now all the needed ingredients for proving a main result, as follows:
When [math]Q[/math] is generic, the minimal factorization for [math]\pi_Q[/math] is
Consider the factorization in Proposition 16.23, which is as follows, where [math]L[/math] denotes the Hopf image of [math]\pi_Q[/math]:
To be more precise, this morphism produces the following commutative diagram:
The first observation is that the injectivity assumption on [math]C(G)[/math] holds by construction, and that for [math]f \in C(G)[/math], the matrix [math]\pi(f)[/math] is “block scalar”. Now for [math]r \in \Gamma_{G,H}[/math] with [math]\theta(r\otimes 1)=\theta(1 \otimes f)[/math] for some [math]f \in C(G)[/math], we see, using the commutative diagram, that [math]\pi(r \otimes 1)[/math] is block scalar. Thus, modulo some standard algebra, we are done.
Summarizing, we have computed the quantum permutation groups associated to the Di\c t\u a deformations of the tensor products of Fourier matrices, in the case where the deformation matrix [math]Q[/math] is generic. For some further computations, in the case where the deformation matrix [math]Q[/math] is no longer generic, we refer to the follow-ups of [2].
Let us compute now the Kesten measure [math]\mu=law(\chi)[/math], in the case where the deformation matrix is generic, as before. Our results here will be a combinatorial moment formula, a geometric interpretation of it, and an asymptotic result. We first have:
We have the moment formula
According to the various formulae above, the factorization found in Theorem 16.24 is, at the level of standard generators, as follows:
Thus, the main character of the quantum permutation group that we found in Theorem 16.24 is given by the following formula:
Now since the Haar functional of [math]C^*(\Gamma)\rtimes C(H)[/math] is the tensor product of the Haar functionals of [math]C^*(\Gamma),C(H)[/math], this gives the following formula, valid for any [math]p\geq1[/math]:
Consider the elements [math]S_i=\sum_cc^{(i)}[/math]. With standard notations, we have:
Now observe that these elements multiply as follows:
In terms of the new indices [math]d_r=c_1+\ldots+c_r[/math], this formula becomes:
Now by integrating, we must have [math]d_p=0[/math] on one hand, and on the other hand:
Equivalently, we must have [math]d_p=0[/math] on one hand, and on the other hand:
Thus, by translation invariance with respect to [math]d_p[/math], we obtain:
It follows that we have the following moment formula:
Now by dividing by [math]|G|[/math], we obtain the formula in the statement.
The formula in Theorem 16.25 can be further interpreted as follows:
With [math]M=|G|,N=|H|[/math] we have the formula
According to Theorem 16.25, we have the following formula:
Consider now the Gram matrix in the statement, namely:
Here [math]R_1,\ldots,R_M[/math] are the rows of the following matrix:
We have then the following computation:
But this gives the formula in the statement, and we are done.
In general, the moments of the Gram matrix [math]A[/math] are given by a quite complicated formula, and we cannot expect to have a refinement of Theorem 16.26, with [math]A[/math] replaced by a plain, non-matricial random variable, say over a compact abelian group.
However, this kind of simplification does appear at [math]M=2[/math], and since this phenomenon is quite interesting, we will explain this now. We first have:
For [math]F_2\otimes_QF_H[/math], with [math]Q\in M_{2\times N}(\mathbb T)[/math] generic, we have
In order to prove the result, consider the following quantity, which appeared in the proof of Theorem 16.26:
We can “half-dephase” the matrix [math]q\in M_{2\times N}(\mathbb T)[/math] if we want to, as follows:
Let us compute now the above quantity [math]\Phi(q)[/math], in terms of the numbers [math]a_1,\ldots,a_N[/math]. Our claim is that we have the following formula:
Indeed, the idea is that:
(1) The [math]2N^k[/math] contribution will come from [math]i=(1\ldots1)[/math] and [math]i=(2\ldots2)[/math].
(2) Then we will have a [math]p(p-1)N^{k-2}|\sum_ia_i|^2[/math] contribution coming from indices of type [math]i=(2\ldots 21\ldots1)[/math], up to cyclic permutations.
(3) Then we will have a [math]2\binom{p}{4}N^{p-4}|\sum_ia_i|^4[/math] contribution coming from indices of type [math]i=(2\ldots 21\ldots12\ldots21\ldots1)[/math].
(4) And so on.
In practice now, in order to prove our claim, in order to find the [math]N^{p-2k}|\sum_ia_i|^{2k}[/math] contribution, we have to count the circular configurations consisting of [math]p[/math] numbers [math]1,2[/math], such that the [math]1[/math] values are arranged into [math]k[/math] non-empty intervals, and the [math]2[/math] values are arranged into [math]k[/math] non-empty intervals as well. Now by looking at the endpoints of these [math]2k[/math] intervals, we have [math]2\binom{p}{2k}[/math] choices, and this gives the above formula.
Now by integrating, this gives the formula in the statement.
Observe now that the integrals in Proposition 16.27 can be computed as follows:
We obtain in this way the following “blowup” result, for our measure:
For [math]F_2\otimes_QF_H[/math], with [math]Q\in M_{2\times N}(\mathbb T)[/math] generic, we have
We use the formula found in Proposition 16.27, along with the following standard identity, coming from the Taylor formula:
By using this identity, Proposition 16.27 reformulates as follows:
Now by multiplying by [math]N^{p-1}[/math], we obtain the following formula:
But this gives the formula in the statement, and we are done.
We can further improve the above result, by reducing the maps [math]\Psi^\pm[/math] appearing there to a single one, and we are led to the following statement:
For [math]F_2\otimes_QF_H[/math], with [math]Q\in M_{2\times N}(\mathbb T)[/math] generic, we have
This is clear indeed from Proposition 16.28.
As already mentioned, the above results at [math]M=2[/math] are something quite special. In the general case, [math]M\in\mathbb N[/math], it is not clear how to construct a nice blowup of the measure.
Asymptotically, things are however quite simple. Let us go back indeed to the general case, where [math]M,N\in\mathbb N[/math] are both arbitrary. The problem that we would like to solve now is that of finding the good regime, of the following type, where the measure in Theorem 16.25 converges, after some suitable manipulations:
In order to do so, we have to do some combinatorics. Let [math]NC(p)[/math] be the set of noncrossing partitions of [math]\{1,\ldots,p\}[/math], and for [math]\pi\in P(p)[/math] we denote by [math]|\pi|\in\{1,\ldots,p\}[/math] the number of blocks. With these conventions, we have the following result:
With [math]M=\alpha K,N=\beta K[/math], [math]K\to\infty[/math] we have:
We use the combinatorial formula in Theorem 16.25. Our claim is that, with [math]\pi=\ker(i_1,\ldots,i_p)[/math], the corresponding contribution to [math]c_p[/math] is:
As a first observation, the number of choices for a multi-index [math](i_1,\ldots,i_p)\in X^p[/math] satisfying [math]\ker i=\pi[/math] is:
Thus, we have the following estimate:
Consider now the following partition:
The contribution of [math]\sigma[/math] to the above quantity [math]C_\pi[/math] is then given by:
Here the quantities on the right are as follows:
We use now the standard fact that for [math]\pi,\sigma\in P(p)[/math] satisfying [math]\Delta(\pi,\sigma)=1[/math] we have:
In addition, the equality case is well-known to happen when [math]\pi,\sigma\in NC(p)[/math] are inverse to each other, via Kreweras complementation. This shows that for [math]\pi\notin NC(p)[/math] we have:
Also, this shows that for [math]\pi\in NC(p)[/math] we have:
Thus, we have obtained the result.
We denote by [math]D[/math] the dilation operation, given by:
With this convention, we have the following result:
With [math]M=\alpha K,N=\beta K[/math], [math]K\to\infty[/math] we have:
At [math]\alpha=\beta[/math], this follows from Proposition 16.30. In general now, we have:
When [math]\alpha\geq\beta[/math], where [math]d\pi_{\alpha/\beta}(x)=\varphi_{\alpha/\beta}(x)dx[/math] is continuous, we obtain:
But this gives the formula in the statement. When [math]\alpha\leq\beta[/math] the computation is similar, with a Dirac mass as 0 dissapearing and reappearing, and gives the same result.
We refer to [2] and related papers for more on the above.
General references
Banica, Teo (2024). "Principles of operator algebras". arXiv:2208.03600 [math.OA].
References
- V.F.R. Jones, The annular structure of subfactors, Monogr. Enseign. Math. 38 (2001), 401--463.
- 2.0 2.1 2.2 T. Banica and J. Bichon, Random walk questions for linear quantum groups, Int. Math. Res. Not. 24 (2015), 13406--13436.
- D.E. Evans and M. Pugh, Spectral measures and generating series for nimrep graphs in subfactor theory, Comm. Math. Phys. 295 (2010), 363--413.