# Linearised polynomial

In mathematics, a linearised polynomial (or q-polynomial) is a polynomial for which the exponents of all the constituent monomials are powers of q and the coefficients come from some extension field of the finite field of order q.
We write a typical example as $L(x)=\sum _{i=0}^{n}a_{i}x^{q^{i}},$ where each $a_{i}$ is in $F_{q^{m}}(=\operatorname {GF} (q^{m}))$ for some fixed positive integer $m$.
This special class of polynomials is important from both a theoretical and an applications viewpoint. The highly structured nature of their roots makes these roots easy to determine.

## Properties

* The map x ↦ L(x) is a linear map over any field containing F$_q$.
* The set of roots of L is an F$_q$-vector space and is closed under the q-Frobenius map.
* Conversely, if U is any F$_q$-linear subspace of some finite field containing F$_q$, then the polynomial that vanishes exactly on U is a linearised polynomial.
* The set of linearised polynomials over a given field is closed under addition and composition of polynomials.
* If L is a nonzero linearised polynomial over $F_{q^{n}}$ with all of its roots lying in the field $F_{q^{s}}$ an extension field of $F_{q^{n}}$, then each root of L has the same multiplicity, which is either 1, or a positive power of q.

## Symbolic multiplication

In general, the product of two linearised polynomials will not be a linearized polynomial, but since the composition of two linearised polynomials results in a linearised polynomial, composition may be used as a replacement for multiplication and, for this reason, composition is often called symbolic multiplication in this setting. Notationally, if L$_1$(x) and L$_2$(x) are linearised polynomials we define $L_{1}(x)\otimes L_{2}(x)=L_{1}(L_{2}(x))$ when this point of view is being taken.

## Associated polynomials

The polynomials L(x) and $l(x)=\sum _{i=0}^{n}a_{i}x^{i}$ are q-associates (note: the exponents "q$^i$" of L(x) have been replaced by "i" in l(x)). More specifically, l(x) is called the conventional q-associate of L(x), and L(x) is the linearised q-associate of l(x).

## q-polynomials over F$_q$

Linearised polynomials with coefficients in F$_q$ have additional properties which make it possible to define symbolic division, symbolic reducibility and symbolic factorization. Two important examples of this type of linearised polynomial are the Frobenius automorphism $x\mapsto x^{q}$ and the trace function Tr⁡(x)=∑$_{i=0}$$^{n−1}$x$^{qi}$.{\textstyle \operatorname {Tr} (x)=\sum _{i=0}^{n-1}x^{q^{i}}.}
In this special case it can be shown that, as an operation, symbolic multiplication is commutative, associative and distributes over ordinary addition. Also, in this special case, we can define the operation of symbolic division. If L(x) and L$_1$(x) are linearised polynomials over F$_q$, we say that L$_1$(x) symbolically divides L(x) if there exists a linearised polynomial L$_2$(x) over F$_q$ for which: $L(x)=L_{1}(x)\otimes L_{2}(x).$
If L$_1$(x) and L$_2$(x) are linearised polynomials over F$_q$ with conventional q-associates l$_1$(x) and l$_2$(x) respectively, then L$_1$(x) symbolically divides L$_2$(x) if and only if l$_1$(x) divides l$_2$(x). Furthermore, L$_1$(x) divides L$_2$(x) in the ordinary sense in this case.
A linearised polynomial L(x) over F$_q$ of degree > 1 is symbolically irreducible over F$_q$ if the only symbolic decompositions $L(x)=L_{1}(x)\otimes L_{2}(x),$ with L$_i$ over F$_q$ are those for which one of the factors has degree 1. Note that a symbolically irreducible polynomial is always reducible in the ordinary sense since any linearised polynomial of degree > 1 has the nontrivial factor x. A linearised polynomial L(x) over F$_q$ is symbolically irreducible if and only if its conventional q-associate l(x) is irreducible over F$_q$.
Every q-polynomial L(x) over F$_q$ of degree > 1 has a symbolic factorization into symbolically irreducible polynomials over F$_q$ and this factorization is essentially unique (up to rearranging factors and multiplying by nonzero elements of F$_q$.)
For example, consider the 2-polynomial L(x) = x$^{16}$ + x$^8$ + x$^2$ + x over F$_2$ and its conventional 2-associate l(x) = x$^4$ + x$^3$ + x + 1. The factorization into irreducibles of l(x) = (x$^2$ + x + 1)(x + 1)$^2$ in F$_2$[x], gives the symbolic factorization $L(x)=(x^{4}+x^{2}+x)\otimes (x^{2}+x)\otimes (x^{2}+x).$

## Affine polynomials

Let L be a linearised polynomial over $F_{q^{n}}$. A polynomial of the form $A(x)=L(x)-\alpha {\text{ for }}\alpha \in F_{q^{n}},$ is an affine polynomial over $F_{q^{n}}$.
Theorem: If A is a nonzero affine polynomial over $F_{q^{n}}$ with all of its roots lying in the field $F_{q^{s}}$ an extension field of $F_{q^{n}}$, then each root of A has the same multiplicity, which is either 1, or a positive power of q.