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PMMABasis

PMMABasis is a term used in the field of polynomial matrix theory to denote a minimal basis of the right null space of a polynomial matrix. Given a matrix P(s) with entries in a field and considered over the ring of polynomials F[s], the right null space Nr(P) consists of all polynomial vectors x(s) such that P(s)x(s) = 0. A PMMABasis is a finite set of polynomial vectors {b1(s), ..., bk(s)} that spans Nr(P) and satisfies a degree-minimization property, typically minimizing the sum of the degrees of the basis vectors. The notion is not unique; different degree criteria or normalizations can yield different but equivalent bases that span the same space.

In practice, PMMABasis refers to a basis constructed to have favorable algebraic or computational properties, such

Applications of PMMABasis appear in control theory, model reduction, and systems analysis, where compact representations of

See also: polynomial matrix, right null space, minimal basis, linearization, Popov form.

as
small
overall
degree
or
simple
leading
coefficients.
Common
approaches
to
obtain
such
a
basis
involve
transforming
P(s)
into
a
regular
or
simplified
form
through
polynomial
row
and
column
operations,
then
using
a
linearization
or
a
companion
form
to
convert
the
problem
into
a
linear
eigenstructure
task.
From
the
resulting
linearized
system,
one
extracts
the
columns
that
form
a
right
null
space
basis
and
projects
them
back
to
polynomial
form,
ensuring
the
minimality
criteria
are
preserved.
polynomial-based
relations
are
useful.
The
concept
is
connected
to
broader
ideas
of
minimal
bases
for
polynomial
matrices
and
to
related
constructs
such
as
Popov
forms
and
null-space
computations
in
symbolic
or
numeric
settings.