Bernstein–Sato Polynomial
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In mathematics, the Bernstein–Sato polynomial is a polynomial related to differential operators, introduced independently by and , . It is also known as the b-function, the b-polynomial, and the Bernstein polynomial, though it is not related to the
Bernstein polynomial In the mathematical field of numerical analysis, a Bernstein polynomial is a polynomial that is a linear combination of Bernstein basis polynomials. The idea is named after Sergei Natanovich Bernstein. A numerically stable way to evaluate pol ...
s used in approximation theory. It has applications to
singularity theory In mathematics, singularity theory studies spaces that are almost manifolds, but not quite. A string can serve as an example of a one-dimensional manifold, if one neglects its thickness. A singularity can be made by balling it up, dropping it ...
, monodromy theory, and quantum field theory. gives an elementary introduction, while and give more advanced accounts.


Definition and properties

If f(x) is a polynomial in several variables, then there is a non-zero polynomial b(s) and a differential operator P(s) with polynomial coefficients such that :P(s)f(x)^ = b(s)f(x)^s. The Bernstein–Sato polynomial is the
monic polynomial In algebra, a monic polynomial is a single-variable polynomial (that is, a univariate polynomial) in which the leading coefficient (the nonzero coefficient of highest degree) is equal to 1. Therefore, a monic polynomial has the form: :x^n+c_x^+\c ...
of smallest degree amongst such polynomials b(s). Its existence can be shown using the notion of holonomic D-modules. proved that all roots of the Bernstein–Sato polynomial are negative
rational number In mathematics, a rational number is a number that can be expressed as the quotient or fraction of two integers, a numerator and a non-zero denominator . For example, is a rational number, as is every integer (e.g. ). The set of all rat ...
s. The Bernstein–Sato polynomial can also be defined for products of powers of several polynomials . In this case it is a product of linear factors with rational coefficients. generalized the Bernstein–Sato polynomial to arbitrary varieties. Note, that the Bernstein–Sato polynomial can be computed algorithmically. However, such computations are hard in general. There are implementations of related algorithms in computer algebra systems RISA/Asir,
Macaulay2 Macaulay2 is a free computer algebra system created by Daniel Grayson (from the University of Illinois at Urbana–Champaign) and Michael Stillman (from Cornell University) for computation in commutative algebra and algebraic geometry. Overvi ...
, and
SINGULAR Singular may refer to: * Singular, the grammatical number that denotes a unit quantity, as opposed to the plural and other forms * Singular homology * SINGULAR, an open source Computer Algebra System (CAS) * Singular or sounder, a group of boar, ...
. presented algorithms to compute the Bernstein–Sato polynomial of an affine variety together with an implementation in the computer algebra system
SINGULAR Singular may refer to: * Singular, the grammatical number that denotes a unit quantity, as opposed to the plural and other forms * Singular homology * SINGULAR, an open source Computer Algebra System (CAS) * Singular or sounder, a group of boar, ...
. described some of the algorithms for computing Bernstein–Sato polynomials by computer.


Examples

* If f(x)=x_1^2+\cdots+x_n^2 \, then ::\sum_^n \partial_i^2 f(x)^ = 4(s+1)\left(s+\frac\right)f(x)^s :so the Bernstein–Sato polynomial is ::b(s)=(s+1)\left(s+\frac\right). * If f(x)=x_1^x_2^\cdots x_r^ then ::\prod_^r\partial_^\quad f(x)^ =\prod_^r\prod_^(n_js+i)\quad f(x)^s :so ::b(s)=\prod_^r\prod_^\left(s+\frac\right). * The Bernstein–Sato polynomial of ''x''2 + ''y''3 is ::(s+1)\left(s+\frac\right)\left(s+\frac\right). *If ''t''''ij'' are ''n''2 variables, then the Bernstein–Sato polynomial of det(''t''''ij'') is given by ::(s+1)(s+2)\cdots(s+n) :which follows from ::\Omega(\det(t_)^s) = s(s+1)\cdots(s+n-1)\det(t_)^ :where Ω is Cayley's omega process, which in turn follows from the
Capelli identity In mathematics, Capelli's identity, named after , is an analogue of the formula det(''AB'') = det(''A'') det(''B''), for certain matrices with noncommuting entries, related to the representation theory of the Lie algebra \mathfrak_n ...
.


Applications

* If f(x) is a non-negative polynomial then f(x)^s, initially defined for ''s'' with non-negative real part, can be
analytically continued In complex analysis, a branch of mathematics, analytic continuation is a technique to extend the domain of definition of a given analytic function. Analytic continuation often succeeds in defining further values of a function, for example in a ne ...
to a
meromorphic In the mathematical field of complex analysis, a meromorphic function on an open subset ''D'' of the complex plane is a function that is holomorphic on all of ''D'' ''except'' for a set of isolated points, which are poles of the function. The ...
distribution-valued function of ''s'' by repeatedly using the
functional equation In mathematics, a functional equation is, in the broadest meaning, an equation in which one or several functions appear as unknowns. So, differential equations and integral equations are functional equations. However, a more restricted meaning ...
::f(x)^s= P(s)f(x)^. :It may have poles whenever ''b''(''s'' + ''n'') is zero for a non-negative integer ''n''. * If ''f''(''x'') is a polynomial, not identically zero, then it has an inverse ''g'' that is a distribution;Warning: The inverse is not unique in general, because if ''f'' has zeros then there are distributions whose product with ''f'' is zero, and adding one of these to an inverse of ''f'' is another inverse of ''f''. in other words, ''f g'' = 1 as distributions. If ''f''(''x'') is non-negative the inverse can be constructed using the Bernstein–Sato polynomial by taking the constant term of the Laurent expansion of ''f''(''x'')''s'' at ''s'' = −1. For arbitrary ''f''(''x'') just take \bar f(x) times the inverse of \bar f(x)f(x). * The Malgrange–Ehrenpreis theorem states that every differential operator with
constant coefficients In mathematics, a linear differential equation is a differential equation that is defined by a linear polynomial in the unknown function and its derivatives, that is an equation of the form :a_0(x)y + a_1(x)y' + a_2(x)y'' \cdots + a_n(x)y^ = b ...
has a
Green's function In mathematics, a Green's function is the impulse response of an inhomogeneous linear differential operator defined on a domain with specified initial conditions or boundary conditions. This means that if \operatorname is the linear differenti ...
. By taking Fourier transforms this follows from the fact that every polynomial has a distributional inverse, which is proved in the paragraph above. * showed how to use the Bernstein polynomial to define
dimensional regularization __NOTOC__ In theoretical physics, dimensional regularization is a method introduced by Giambiagi and Bollini as well as – independently and more comprehensively – by 't Hooft and Veltman for regularizing integrals in the evaluation of Fe ...
rigorously, in the massive Euclidean case. * The Bernstein-Sato functional equation is used in computations of some of the more complex kinds of singular integrals occurring in quantum field theory . Such computations are needed for precision measurements in elementary particle physics as practiced for instance at CERN (see the papers citing ). However, the most interesting cases require a simple generalization of the Bernstein-Sato functional equation to the product of two polynomials (f_1(x))^(f_2(x))^, with ''x'' having 2-6 scalar components, and the pair of polynomials having orders 2 and 3. Unfortunately, a brute force determination of the corresponding differential operators P(s_1,s_2) and b(s_1,s_2) for such cases has so far proved prohibitively cumbersome. Devising ways to bypass the combinatorial explosion of the brute force algorithm would be of great value in such applications.


Notes


References

* * * * * * * (Princeton, NJ, 1996/1997) * * * * * * * {{DEFAULTSORT:Bernstein-Sato polynomial Polynomials Differential operators