Let $E$ and $F$ be two finite dimensional vector spaces. For every $k\in \mathbb{N}$, $E^{k}$ has a natural vector space structure and is isomorphic to $E\otimes \mathbb{R}^{k}$, in a natural way. 


We denote by $L^{k}(E)$ $\;$($\Lambda ^{k}(E^{\*})$), the space of all $k$-linear maps (anti-symmetric $k$-linear maps) from $E^{k}$ to $\mathbb{R}$. We say that a linear map $T:E^{k}\to F^{k}$ is a tensorial map(anti symmetric tensorial map) if $\forall \alpha \in L^{k}(F)\;(\alpha \in \Lambda^{k}(F^{\*}))$, $\alpha \circ T$ belongs to $L^{k}(E)(\Lambda^{k}(E^{\*}))$. Clearly such maps form a semi group (with composition) when $E=F$.



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> **A Multilinear question:** What is a reference for classification of (the semi group of) all tensorial maps and anti symmetric tensorial maps? Putting $E=F$, is it true to say that an antisymmetric tensorial map is necessarilly in the form $T\otimes S$ for some linear maps $T:E \to E$ and $S:\mathbb{R}^{k} \to \mathbb{R}^{k}$?
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Now assume that $E\_{1},\ldots E\_{k}$, $F\_{1},\ldots F\_{k}$ are finite dimensional vector spaces. A tensorial linear map $T:\prod E\_{i}\to \prod F\_{i}$ has a relevant definition.(simillar to the above definition). This definition enable us to ask the following non linear question: 



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> **A nonlinear question:** Put $M=\mathbb{T}^{n}$. What is an example of an smooth non linear map $f$ on the $n$-torus such that $Df\_{x}:T\_{x}M\to T\_{f(x)} M$ is a tensorial map for all $x\in \mathbb{T}^{n}$? By non linear map We mean" $f$ is not equal to the restriction of a linear map on $\mathbb{R}^{2n}$ which send $\mathbb{T}^{n}$ to $\mathbb{T}^{n}$. What obstruction would appear in non linear case?
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A multilinear question and its smooth version
I don't know whether such a classification exists, but the answer to the second multilinear question is "no":


Consider the case $E=F=\mathbb{R}^2$, $k=3$, and the map $T:(a,b,a',b',a'',b'')\mapsto (a,b,a,b,b',b'')$. This map is linear, but not of tensor form. However, it is antisymmetric tensorial, since $\alpha\circ T=0$ for any $\alpha\in\Lambda^3(F)$.


Concerning the non-linear question: Identify $\mathbb{R}^{2n}\cong\mathbb{C}^n$ and consider the map $f:(z\_1,\dots,z\_n)\mapsto(z\_1^2,\dots,z\_n^2)$. Each $D\_xf$ is represented by a diagonal matrix, which is tensorial.


