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dense ring of linear transformations (Definition)

Let $ D$ be a division ring and $ V$ a vector space over $ D$. Let $ R$ be a subring of the ring of endomorphisms (linear transformations) $ \operatorname{End}_D(V)$ of $ V$. Then $ R$ is said to be a dense ring of linear transformations (over $ D$) if we are given

  1. any positive integer $ n$,
  2. any set $ \lbrace v_1,\ldots,v_n\rbrace$ of linearly independent vectors in $ V$, and
  3. any set $ \lbrace w_i,\ldots,w_n\rbrace$ of arbitrary vectors in $ V$,
then there exists an element $ f\in R$ such that
$\displaystyle f(v_i)=w_i$    for $\displaystyle i=1,\ldots,n.$

Note that the linear independence of the $ v_i$'s is essential in insuring the existence of a linear transformation $ f$. Otherwise, suppose $ 0=\sum d_iv_i$ where $ d_1\neq 0$. Pick $ w_i$'s so that they are linearly independent. Then $ 0=f(\sum d_iv_i)=\sum d_if(v_i)=\sum d_iw_i$, contradicting the linear independence of the $ w_i$'s.

The notion of “dense” comes from topology: if $ V$ is given the discrete topology and $ \operatorname{End}_D(V)$ the compact-open topology, then $ R$ is dense in $ \operatorname{End}_D(V)$ iff $ R$ is a dense ring of linear transformations of $ V$.

Proof. First, assume that $ R$ is a dense ring of linear transformations of $ V$. Recall that the compact-open topology on $ \operatorname{End}_D(V)$ has subbasis of the form $ B(K,U):=\lbrace f\mid f(K)\subseteq U\rbrace$, where $ U$ is open and $ K$ is compact in $ V$. Since $ V$ is discrete, $ K$ is finite. Now, pick a point $ g\in \operatorname{End}_D(V)$ and let
$\displaystyle B=\bigcup_{\alpha\in I}\bigcap_{i=1}^{n(\alpha)}B(K_{i\alpha},U_{i\alpha})$
be a neighborhood of $ g$, $ I$ some index set. Then for some $ \alpha\in I$, $ g\in \bigcap B(K_{i\alpha},U_{i\alpha})$. This means that $ g(K_{i\alpha})\subseteq U_{i\alpha}$ for all $ i=1,\ldots,n(\alpha)$. Since each $ K_{i\alpha}$ is finite, so is $ K:=\bigcup K_{i\alpha}$. After some re-indexing, let $ \lbrace v_1,\ldots, v_n\rbrace$ be a maximal linearly independent subset of $ K$. Set $ w_j=g(v_j)$, $ j=1,\ldots,n$. By assumption, there is an $ f\in R$ such that $ f(v_j)=w_j$, for all $ j$. For any $ v\in K$, $ v$ is a linear combination of the $ v_j$'s: $ v=\sum d_jv_j$, $ d_j\in D$. Then $ f(v)=\sum d_jf(v_j)=\sum d_jg(_j)=g(v)\in U_{i\alpha}$ for some $ i$. This shows that $ f(K_{i\alpha})\subseteq U_{i\alpha}$ and we have $ f\in \bigcap B(K_{i\alpha},U_{i\alpha})\subseteq B$.

Conversely, assume that the ring $ R$ is a dense subset of the space $ \operatorname{End}_D(V)$. Let $ v_1,\ldots,v_n$ be linearly independent, and $ w_1,\ldots,w_n$ be arbitrary vectors in $ V$. Let $ W$ be the subspace spanned by the $ v_i$'s. Because the $ v_i$'s are linearly independent, there exists a linear transformation $ g$ such that $ g(v_i)=w_i$ and $ g(v)=0$ for $ v\notin W$. Let $ K_i=\lbrace v_i\rbrace$ and $ U_i=\lbrace w_i\rbrace$. Then the $ K_i$'s are compact and the $ U_i$'s are open in the discrete space $ V$. Clearly $ g\in\lbrace h\mid h(v_i)=w_i\rbrace=B(K_i,U_i)$ for each $ i=1,\ldots,n$. So $ g$ lies in the neighborhood $ B=\cap B(K_i,U_i)\subseteq \operatorname{End}_D(V)$. Since $ R$ is dense in $ \operatorname{End}_D(V)$, there is an $ f\in R\cap B$. This implies that $ f(v_i)=w_i$ for all $ i$. $ \qedsymbol$

Remarks.

  • If $ V$ is finite dimensional over $ D$, then any dense ring of linear transformations $ R=\operatorname{End}_D(V)$. This can be easily observed by using the second half of the proof above. Take a basis $ v_1,\ldots,v_n$ of $ V$ and any set of $ n$ vectors $ w_1,\ldots,w_n$ in $ V$. Let $ g$ be the linear transformation that maps $ v_i$ to $ w_i$. The above proof shows that there is an $ f\in R$ such that $ f$ agrees with $ g$ on the basis elements. But then they must agree on all of $ V$ as a result, which is precisely the statement that $ g=f\in R$.
  • It can be shown that a ring $ R$ is a primitive ring iff it is isomorphic to a dense ring of linear transformations of a vector space over a division ring. This is known as the Jacobson Density Theorem. It is a generalization of the special case of the Wedderburn-Artin Theorem when the ring in question is a simple Artinian ring. In the general case, the finite chain condition is dropped.



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See Also: Schur's lemma

Other names:  dense ring
Also defines:  Jacobson Density Theorem
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Cross-references: finite chain, artinian, simple, Wedderburn-Artin theorem, isomorphic, primitive ring, maps, basis, proof, finite dimensional, implies, discrete space, spanned by, subspace, dense subset, ring, linear combination, subset, index set, neighborhood, point, finite, discrete, compact, open, subbasis, iff, dense in, compact-open topology, discrete topology, topology, linear independence, vectors, linearly independent, integer, positive, linear transformations, ring of endomorphisms, subring, vector space, division ring

This is version 7 of dense ring of linear transformations, born on 2006-01-31, modified 2006-02-01.
Object id is 7578, canonical name is DenseRingOfLinearTransformations.
Accessed 2343 times total.

Classification:
AMS MSC16K40 (Associative rings and algebras :: Division rings and semisimple Artin rings :: Infinite-dimensional and general)

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