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====== Bistochastic group ====== | ====== Bistochastic group ====== | ||
- | A **bistochastic group** is any member of a sequence $(B_N)_{N\in \N}$ of [[classical matrix groups]]. | + | A **bistochastic group** is any member of a sequence $(B_N)_{N\in \N}$ of [[classical orthogonal matrix groups]]. |
===== Definition ===== | ===== Definition ===== | ||
- | For given $N\in \N$ and any scalar $N\times N$-matrix $u=(u_{i,j})_{i,j=1}^N\in \C^{N\times N}$ with $a_{i,j}\geq 0$ for all $i,j\in\{1,\ldots,N\}$, i.e., with //non-negative entries//, the matrix $A$ is called | + | For given $N\in \N$ any scalar $N\times N$-matrix $u=(u_{i,j})_{i,j=1}^N\in \C^{N\times N}$ is called |
- | * **right stochastic** if $\sum_{\ell=1}^N u_{i,\ell}=1$ for all $i\in \{1,\ldots,n\}$, i.e., if each row of $u$ sums up to $1$, | + | * **right stochastic** if $\sum_{\ell=1}^N u_{i,\ell}=1$ for all $i\in \{1,\ldots,N\}$, i.e., if each row of $u$ sums up to $1$, |
- | * **left stochastic** if $\sum_{k=1}^N u_{k,j}=1$ for all $j\in \{1,\ldots,n\}$, i.e., if each column of $u$ sums up to $1$, | + | * **left stochastic** if $\sum_{k=1}^N u_{k,j}=1$ for all $j\in \{1,\ldots,N\}$, i.e., if each column of $u$ sums up to $1$, |
* **bistochastic** or **doubly stochastic** if $u$ is both right and left stochastic. | * **bistochastic** or **doubly stochastic** if $u$ is both right and left stochastic. | ||
- | Right or left stochastic matrices are also known as **probability matrices**, **transition matrices**, **substitution matrices** or **Markov matrices**. | ||
- | The set of bistochastic $N\times N$-matrices forms a compact Hausdorff semigroup with respect to the topology inherited from $\C^{N\times N}$. The inverse of a regular bistochastic matrix is generally //not// bistochastic. | + | For every $N\in \N$ the **bistochastic group** for dimension $N$ is the subgroup of the [[wp>general linear group]] $\mathrm{GL}(N,\C)$ given by all bistochastic [[orthogonal group|orthogonal]] $N\times N$-matrices, i.e., the set |
+ | $$B_N\colon\hspace{-0.6em}=\{ u\in \C^{N\times N}\,\vert\, u=\overline{u},\, uu^t=u^tu=I, \, \forall_{i,j=1}^N: {\textstyle\sum_{\ell=1}^N} u_{i,\ell}={\textstyle\sum_{k=1}^N} u_{k,j}=1\},$$ | ||
+ | where, if $u=(u_{i,j})_{i,j=1}^N$, then $\overline u=(\overline{u}_{i,j})_{i,j=1}^N$ is the complex conjugate of $u$ and $u^t=(u_{j,i})_{i,j=1}^N$ the transpose and where $I_N$ is the identity $N\!\times \!N$-matrix. | ||
- | For every $N\in \N$ the **bistochastic group** for dimension $N$ is the subgroup of the [[wp>general linear group]] $\mathrm{GL}(N,\C)$ given by all //bistochastic// __orthogonal__ $N\times N$-matrices, i.e., the set | + | Note that the elements of $B_N$ are __not__ required to have non-negative entries. Stochastic matrices with non-negative entries are known as **probability matrices**, **transition matrices**, **substitution matrices** or **Markov matrices**. The set of such $N\times N$-matrices forms a compact Hausdorff semigroup with respect to the topology inherited from $\C^{N\times N}$ -- but not a group. In fact, a bistochastic matrix with non-negative entries has a bistochastic inverse with non-negative entries if and only if it is a permutation matrix [(:ref:MonPle73)]. |
- | $$B_N\colon\hspace{-0.6em}=\{ u\in \C^{N\times N}\,\vert\, u=\overline{u},\, uu^t=u^tu=I, \forall_{i,j=1}^N: u_{i,j}\geq 0, \, {\textstyle\sum_{\ell=1}^N} u_{i,\ell}={\textstyle\sum_{k=1}^N} u_{k,j}=1\},$$ | + | |
- | where, if $u=(u_{i,j})_{i,j=1}^N$, then $\overline u=(u^\ast_{i,j})_{i,j=1}^N$ is the complex conjugate of $u$ and $u^t=(u_{j,i})_{i,j=1}^N$ the transpose and where $I_N$ is the identity $N\!\times \!N$-matrix. | + | |
+ | ===== Basic properties ===== | ||
+ | |||
+ | The bistochastic groups $(B_N)_{N\in \N}$ are an [[easy_quantum_group|easy]] family of compact matrix quantum groups, i.e., the intertwiner spaces of their corepresentation categories are induced by a [[category of partitions]]. More precisely, it is the [[category of all partitions with small blocks]] that induces the corepresentation categories of $(B_N)_{N\in \N}$. Its canonical generating set of partitions is $\{\crosspart,\singleton\}$. | ||
+ | |||
+ | ===== Representation theory ===== | ||
+ | |||
+ | ===== Cohomology ===== | ||
+ | |||
+ | ===== Related quantum groups ===== | ||
+ | |||
+ | ===== References ===== | ||
+ | |||
+ | [( :ref:MonPle73 >> | ||
+ | author: Montague, J.S. and Plemmons, R.J. | ||
+ | title: Doubly stochastic matrix equations | ||
+ | year: 1973 | ||
+ | journal: Israel Journal of Mathematics | ||
+ | volume: 15 | ||
+ | issue: 3 | ||
+ | pages: 216-229 | ||
+ | url: https://doi.org/10.1007/BF02787568 | ||
+ | )] | ||
+ | |||
+ | [( :ref:BanSp09 >> | ||
+ | author: Banica, Teodor and Speicher, Roland | ||
+ | title: Liberation of orthogonal Lie groups | ||
+ | year: 2009 | ||
+ | journal: Advances in Mathematics | ||
+ | volume: 222 | ||
+ | issue: 4 | ||
+ | pages: 1461--150 | ||
+ | url: https://doi.org/10.1016/j.aim.2009.06.009 | ||
+ | archivePrefix: arXiv | ||
+ | eprint :0808.2628 | ||
+ | )] | ||