---- > [!definition] Definition. ([[tensor algebra]]) > Let $M$ be a [[module]] over a [[commutative ring]] $R$. The **tensor algebra** of $M$ is the [[graded algebra|graded]] $R$-[[algebra]] $\mathbb{T}_{R}^{\bullet}(M):= \bigoplus_{ \ell \geq 0}\mathbb{T}_{R}^{\ell}(M),$ where multiplication is defined on [[tensor product of modules|pure tensors]] by $\begin{align} M^{\otimes i} \times M^{\otimes j} & \to M^{\otimes (i+j)} \\ (m_{1} \otimes \dots \otimes m_{i}) \cdot (n_{1} \otimes \dots \otimes n_{j})&:= m_{1} \otimes \dots \otimes m_{i} \otimes n_{1} \otimes \dots \otimes n_{j} \end{align}$ and extending by linearity. > Here, $\mathbb{T}_{R}^{\ell}(M)=M^{\otimes \ell}$ denotes the $\ell$th [[tensor product of modules|tensor power]] of $M$. ^definition > [!intuition] > Suppose $V$ is a $d$-dimensional [[vector space]] with basis $\{ v_{1},\dots,v_{d} \}$. Then $V^{\oplus n}$ is $d^{n}$-dimensional, with basis $\{ v_{i_{1}} \otimes \cdots \otimes v_{i_{n}}: ^{i_{1}=1,\dots, d}_{i_{n}=^{^{^{\vdots}}}1,\dots, d} \}.$ Thus, $V^{\oplus n}$ is like '[[homogeneous polynomial|homogeneous polynomials of degree]] $n, but where order matters.[^1] Then $\mathbb{T}^{\bullet}(V)$ puts together all the [[graded algebra|gradings]] to get just all possible [[polynomial|polynomials]] in $v_{1},..,v_{d}$ (with order mattering). ^intuition Remark about how this interacts with [[tensor product of algebras]]. I don't think it is immediately an example, because a given $\mathbb{T}_{R}^{\ell}(M)$ doesn't have multiplicative structure built-in. ---- #### [^1]: The [[symmetric algebra]] would be even more like polynomials, since there order doesn't matter. ---- #### References > [!backlink] > ```dataview > TABLE rows.file.link as "Further Reading" > FROM [[]] > FLATTEN file.tags as Tag > WHERE Tag = "#definition" OR Tag = "#theorem" OR Tag = "#MOC" OR Tag = "#proposition" OR Tag = "#axiom" > GROUP BY Tag > ``` > [!frontlink] > ```dataview > TABLE rows.file.link as "Further Reading" > FROM outgoing([[]]) > FLATTEN file.tags as Tag > WHERE Tag = "#definition" OR Tag = "#theorem" OR Tag = "#MOC" OR Tag = "#proposition" OR Tag = "#axiom" > GROUP BY Tag > ```