Linearization is the process of reducing a homogeneous polynomial into a multilinear map over a commutative ring. There are in general two ways of doing this:
- Method 1. Given any homogeneous polynomial
f of degreen inm indeterminates over a commutative scalar ringR (scalar simply means that the elements ofR commute with the indeterminates).
- Step 1
- If all indeterminates are linear in
f , then we are done. - Step 2
- Otherwise, pick an indeterminate
x such thatx is not linear inf . Without loss of generality, writef=f(x , whereX)
X is the set of indeterminates inf excludingx . Defineg(x1 . Thenx2
X):=f(x1+x2
X)−f(x1
X)−f(x2
X)
g is a homogeneous polynomial of degreen inm+1 indeterminates. However, the highest degree ofx1 isx2
n−1 , one less that ofx . - Step 3
- Repeat the process, starting with Step 1, for the homogeneous polynomial
g . Continue until the setX of indeterminates is enlarged to oneX such that eachx is linear.X
- Method 2. This method applies only to homogeneous polynomials that are also homogeneous in each indeterminate, when the other indeterminates are held constant, i.e.,
f(tx for someX)=tnf(x
X)
n and anyt . Note that if all of the indeterminates inR
f commute with each other, thenf is essentially amonomial. So this method is particularly useful when indeterminates are non-commuting. If this is the case, then we use the following algorithm:
- Step 1
- If
x is not linear inf and thatf(tx , replaceX)=tnf(x
X)
x with a formal linear combination ofn indeterminates overR :r1x1+ +rnxn, where ri
R
- Step 2
- Define a polynomial
g , the non-commuting free algebra overR
x1
xn
R (generated by the non-commuting indeterminatesxi ) by:g(x1 xn):=f(r1x1+
+rnxn)
- Step 3
- Expand
g and take the sum of the monomials ing whose coefficent isr1 . The result is a linearization ofrn
f for the indeterminatex . - Step 4
- Take the next non-linear indeterminate and start over (with Step 1). Repeat the process until
f is completely linearized.
Remarks.
- The method of linearization is used often in the studies of Lie algebras, Jordan algebras, PI-algebras and quadratic forms.
- If the characteristic of scalar ring
R is 0 andf is a monomial in one indeterminate, we can recoverf back from its linearization by setting all of its indeterminates to a single indeterminatex and dividing the resulting polynomial byn! :Please see the first example below.f(x)=1n!linearization(f)(x x)
- If
f is a homogeneous polynomial of degreen , then the linearizedf is a multilinear map inn indeterminates.
Examples.
f(x)=x2 . Thenf(x1+x2)−f(x1)−f(x2)=x1x2+x2x1 is a linearization ofx2 . In general, iff(x)=xn , then the linearization off iswhereSnx
(1)
x
(n)=
Sn
ni=1x
(i)
Sn is the symmetric group on . If in addition all the indeterminates commute with each other and1
n
n! in the ground ring, then the linearization becomes=0
n!x1 xn=
ni=1ixi
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