HOME

TheInfoList



OR:

In
mathematics Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
, the multiplicity of a member of a
multiset In mathematics, a multiset (or bag, or mset) is a modification of the concept of a set that, unlike a set, allows for multiple instances for each of its elements. The number of instances given for each element is called the ''multiplicity'' of ...
is the number of times it appears in the multiset. For example, the number of times a given
polynomial In mathematics, a polynomial is a Expression (mathematics), mathematical expression consisting of indeterminate (variable), indeterminates (also called variable (mathematics), variables) and coefficients, that involves only the operations of addit ...
has a
root In vascular plants, the roots are the plant organ, organs of a plant that are modified to provide anchorage for the plant and take in water and nutrients into the plant body, which allows plants to grow taller and faster. They are most often bel ...
at a given point is the multiplicity of that root. The notion of multiplicity is important to be able to count correctly without specifying exceptions (for example, ''double roots'' counted twice). Hence the expression, "counted with multiplicity". If multiplicity is ignored, this may be emphasized by counting the number of ''distinct'' elements, as in "the number of distinct roots". However, whenever a
set Set, The Set, SET or SETS may refer to: Science, technology, and mathematics Mathematics *Set (mathematics), a collection of elements *Category of sets, the category whose objects and morphisms are sets and total functions, respectively Electro ...
(as opposed to multiset) is formed, multiplicity is automatically ignored, without requiring use of the term "distinct".


Multiplicity of a prime factor

In
prime factorization In mathematics, integer factorization is the decomposition of a positive integer into a product of integers. Every positive integer greater than 1 is either the product of two or more integer factors greater than 1, in which case it is a comp ...
, the multiplicity of a prime factor is its p-adic valuation. For example, the prime factorization of the
integer An integer is the number zero (0), a positive natural number (1, 2, 3, ...), or the negation of a positive natural number (−1, −2, −3, ...). The negations or additive inverses of the positive natural numbers are referred to as negative in ...
is : the multiplicity of the prime factor is , while the multiplicity of each of the prime factors and is . Thus, has four prime factors allowing for multiplicities, but only three distinct prime factors.


Multiplicity of a root of a polynomial

Let F be a
field Field may refer to: Expanses of open ground * Field (agriculture), an area of land used for agricultural purposes * Airfield, an aerodrome that lacks the infrastructure of an airport * Battlefield * Lawn, an area of mowed grass * Meadow, a grass ...
and p(x) be a
polynomial In mathematics, a polynomial is a Expression (mathematics), mathematical expression consisting of indeterminate (variable), indeterminates (also called variable (mathematics), variables) and coefficients, that involves only the operations of addit ...
in one variable with
coefficient In mathematics, a coefficient is a Factor (arithmetic), multiplicative factor involved in some Summand, term of a polynomial, a series (mathematics), series, or any other type of expression (mathematics), expression. It may be a Dimensionless qu ...
s in F. An element a \in F is a
root In vascular plants, the roots are the plant organ, organs of a plant that are modified to provide anchorage for the plant and take in water and nutrients into the plant body, which allows plants to grow taller and faster. They are most often bel ...
of multiplicity k of p(x) if there is a polynomial s(x) such that s(a)\neq 0 and p(x) = (x-a)^k s(x). If k=1, then ''a'' is called a simple root. If k \geq 2, then a is called a multiple root. For instance, the polynomial p(x) = x^3 + 2x^2 - 7x + 4 has 1 and −4 as
roots A root is the part of a plant, generally underground, that anchors the plant body, and absorbs and stores water and nutrients. Root or roots may also refer to: Art, entertainment, and media * ''The Root'' (magazine), an online magazine focusin ...
, and can be written as p(x) = (x+4)(x-1)^2. This means that 1 is a root of multiplicity 2, and −4 is a simple root (of multiplicity 1). The multiplicity of a root is the number of occurrences of this root in the complete factorization of the polynomial, by means of the
fundamental theorem of algebra The fundamental theorem of algebra, also called d'Alembert's theorem or the d'Alembert–Gauss theorem, states that every non-constant polynomial, constant single-variable polynomial with Complex number, complex coefficients has at least one comp ...
. If a is a root of multiplicity k of a polynomial, then it is a root of multiplicity k-1 of the
derivative In mathematics, the derivative is a fundamental tool that quantifies the sensitivity to change of a function's output with respect to its input. The derivative of a function of a single variable at a chosen input value, when it exists, is t ...
of that polynomial, unless the characteristic of the underlying field is a divisor of , in which case a is a root of multiplicity at least k of the derivative. The
discriminant In mathematics, the discriminant of a polynomial is a quantity that depends on the coefficients and allows deducing some properties of the zero of a function, roots without computing them. More precisely, it is a polynomial function of the coef ...
of a polynomial is zero if and only if the polynomial has a multiple root.


Behavior of a polynomial function near a multiple root

The
graph Graph may refer to: Mathematics *Graph (discrete mathematics), a structure made of vertices and edges **Graph theory, the study of such graphs and their properties *Graph (topology), a topological space resembling a graph in the sense of discret ...
of a
polynomial function In mathematics, a polynomial is a mathematical expression consisting of indeterminates (also called variables) and coefficients, that involves only the operations of addition, subtraction, multiplication and exponentiation to nonnegative int ...
''f'' touches the ''x''-axis at the real roots of the polynomial. The graph is
tangent In geometry, the tangent line (or simply tangent) to a plane curve at a given point is, intuitively, the straight line that "just touches" the curve at that point. Leibniz defined it as the line through a pair of infinitely close points o ...
to it at the multiple roots of ''f'' and not tangent at the simple roots. The graph crosses the ''x''-axis at roots of odd multiplicity and does not cross it at roots of even multiplicity. A non-zero polynomial function is everywhere
non-negative In mathematics, the sign of a real number is its property of being either positive, negative, or 0. Depending on local conventions, zero may be considered as having its own unique sign, having no sign, or having both positive and negative sign. ...
if and only if all its roots have even multiplicity and there exists an x_0 such that f(x_0) > 0.


Multiplicity of a solution of a nonlinear system of equations

For an equation f(x)=0 with a single variable solution x_*, the multiplicity is k if :f(x_*)=f'(x_*) = \cdots = f^(x_*)=0 and f^(x_*)\neq0. In other words, the differential functional \partial_j, defined as the derivative \frac\frac of a function at x_*, vanishes at f for j up to k-1. Those differential functionals \partial_0, \partial_1,\cdots,\partial_ span a
vector space In mathematics and physics, a vector space (also called a linear space) is a set (mathematics), set whose elements, often called vector (mathematics and physics), ''vectors'', can be added together and multiplied ("scaled") by numbers called sc ...
, called the Macaulay dual space at x_*, and its dimension is the multiplicity of x_* as a zero of f. Let \mathbf(\mathbf)=\mathbf be a system of m equations of n variables with a solution \mathbf_* where \mathbf is a mapping from R^n to R^m or from C^n to C^m. There is also a Macaulay dual space of differential functionals at \mathbf_* in which every functional vanishes at \mathbf. The dimension of this Macaulay dual space is the multiplicity of the solution \mathbf_* to the equation \mathbf(\mathbf)=\mathbf. The Macaulay dual space forms the multiplicity structure of the system at the solution. For example, the solution \mathbf_*=(0,0) of the system of equations in the form of \mathbf(\mathbf)=\mathbf with :\mathbf(\mathbf)=\left begin \sin(x_1)-x_2+x_1^2 \\ x_1-\sin(x_2)+x_2^2 \end\right is of multiplicity 3 because the Macaulay dual space : \operatorname \ is of dimension 3, where \partial_ denotes the differential functional \frac\frac applied on a function at the point \mathbf_*=(0,0). The multiplicity is always finite if the solution is isolated, is perturbation invariant in the sense that a k-fold solution becomes a cluster of solutions with a combined multiplicity k under perturbation in complex spaces, and is identical to the intersection multiplicity on polynomial systems.


Intersection multiplicity

In
algebraic geometry Algebraic geometry is a branch of mathematics which uses abstract algebraic techniques, mainly from commutative algebra, to solve geometry, geometrical problems. Classically, it studies zero of a function, zeros of multivariate polynomials; th ...
, the intersection of two sub-varieties of an algebraic variety is a finite union of irreducible varieties. To each component of such an intersection is attached an ''intersection multiplicity''. This notion is
local Local may refer to: Geography and transportation * Local (train), a train serving local traffic demand * Local, Missouri, a community in the United States Arts, entertainment, and media * ''Local'' (comics), a limited series comic book by Bria ...
in the sense that it may be defined by looking at what occurs in a neighborhood of any
generic point In algebraic geometry, a generic point ''P'' of an algebraic variety ''X'' is a point in a ''general position'', at which all generic property, generic properties are true, a generic property being a property which is true for Almost everywhere, ...
of this component. It follows that
without loss of generality ''Without loss of generality'' (often abbreviated to WOLOG, WLOG or w.l.o.g.; less commonly stated as ''without any loss of generality'' or ''with no loss of generality'') is a frequently used expression in mathematics. The term is used to indicat ...
, we may consider, in order to define the intersection multiplicity, the intersection of two affines varieties (sub-varieties of an affine space). Thus, given two affine varieties ''V''1 and ''V''2, consider an
irreducible component In algebraic geometry, an irreducible algebraic set or irreducible variety is an algebraic set that cannot be written as the union of two proper algebraic subsets. An irreducible component of an algebraic set is an algebraic subset that is irred ...
''W'' of the intersection of ''V''1 and ''V''2. Let ''d'' be the
dimension In physics and mathematics, the dimension of a mathematical space (or object) is informally defined as the minimum number of coordinates needed to specify any point within it. Thus, a line has a dimension of one (1D) because only one coo ...
of ''W'', and ''P'' be any generic point of ''W''. The intersection of ''W'' with ''d''
hyperplane In geometry, a hyperplane is a generalization of a two-dimensional plane in three-dimensional space to mathematical spaces of arbitrary dimension. Like a plane in space, a hyperplane is a flat hypersurface, a subspace whose dimension is ...
s in
general position In algebraic geometry and computational geometry, general position is a notion of genericity for a set of points, or other geometric objects. It means the ''general case'' situation, as opposed to some more special or coincidental cases that a ...
passing through ''P'' has an irreducible component that is reduced to the single point ''P''. Therefore, the
local ring In mathematics, more specifically in ring theory, local rings are certain rings that are comparatively simple, and serve to describe what is called "local behaviour", in the sense of functions defined on algebraic varieties or manifolds, or of ...
at this component of the
coordinate ring In algebraic geometry, an affine variety or affine algebraic variety is a certain kind of algebraic variety that can be described as a subset of an affine space. More formally, an affine algebraic set is the set of the common zeros over an algeb ...
of the intersection has only one
prime ideal In algebra, a prime ideal is a subset of a ring (mathematics), ring that shares many important properties of a prime number in the ring of Integer#Algebraic properties, integers. The prime ideals for the integers are the sets that contain all th ...
, and is therefore an
Artinian ring In mathematics, specifically abstract algebra, an Artinian ring (sometimes Artin ring) is a ring that satisfies the descending chain condition on (one-sided) ideals; that is, there is no infinite descending sequence of ideals. Artinian rings are ...
. This ring is thus a finite dimensional vector space over the ground field. Its dimension is the intersection multiplicity of ''V''1 and ''V''2 at ''W''. This definition allows us to state
Bézout's theorem In algebraic geometry, Bézout's theorem is a statement concerning the number of common zeros of polynomials in indeterminates. In its original form the theorem states that ''in general'' the number of common zeros equals the product of the de ...
and its generalizations precisely. This definition generalizes the multiplicity of a root of a polynomial in the following way. The roots of a polynomial ''f'' are points on the
affine line In mathematics, an affine space is a geometric structure that generalizes some of the properties of Euclidean spaces in such a way that these are independent of the concepts of distance and measure of angles, keeping only the properties related ...
, which are the components of the algebraic set defined by the polynomial. The coordinate ring of this affine set is R=K \langle f\rangle, where ''K'' is an
algebraically closed field In mathematics, a field is algebraically closed if every non-constant polynomial in (the univariate polynomial ring with coefficients in ) has a root in . In other words, a field is algebraically closed if the fundamental theorem of algebra ...
containing the coefficients of ''f''. If f(X)=\prod_^k (X-\alpha_i)^ is the factorization of ''f'', then the local ring of ''R'' at the prime ideal \langle X-\alpha_i\rangle is K \langle (X-\alpha)^\rangle. This is a vector space over ''K'', which has the multiplicity m_i of the root as a dimension. This definition of intersection multiplicity, which is essentially due to
Jean-Pierre Serre Jean-Pierre Serre (; born 15 September 1926) is a French mathematician who has made contributions to algebraic topology, algebraic geometry and algebraic number theory. He was awarded the Fields Medal in 1954, the Wolf Prize in 2000 and the inau ...
in his book ''Local Algebra'', works only for the set theoretic components (also called ''isolated components'') of the intersection, not for the embedded components. Theories have been developed for handling the embedded case (see
Intersection theory In mathematics, intersection theory is one of the main branches of algebraic geometry, where it gives information about the intersection of two subvarieties of a given variety. The theory for varieties is older, with roots in Bézout's theorem o ...
for details).


In complex analysis

Let ''z''0 be a root of a
holomorphic function In mathematics, a holomorphic function is a complex-valued function of one or more complex variables that is complex differentiable in a neighbourhood of each point in a domain in complex coordinate space . The existence of a complex de ...
''f'', and let ''n'' be the least positive integer such that the ''n''th derivative of ''f'' evaluated at ''z''0 differs from zero. Then the
power series In mathematics, a power series (in one variable) is an infinite series of the form \sum_^\infty a_n \left(x - c\right)^n = a_0 + a_1 (x - c) + a_2 (x - c)^2 + \dots where ''a_n'' represents the coefficient of the ''n''th term and ''c'' is a co ...
of ''f'' about ''z''0 begins with the ''n''th term, and ''f'' is said to have a root of multiplicity (or “order”) ''n''. If ''n'' = 1, the root is called a simple root.(Krantz 1999, p. 70) We can also define the multiplicity of the zeroes and
poles Pole or poles may refer to: People *Poles (people), another term for Polish people, from the country of Poland * Pole (surname), including a list of people with the name * Pole (musician) (Stefan Betke, born 1967), German electronic music artist ...
of a
meromorphic function 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. ...
. If we have a meromorphic function f = \frac, take the Taylor expansions of ''g'' and ''h'' about a point ''z''0, and find the first non-zero term in each (denote the order of the terms ''m'' and ''n'' respectively) then if ''m'' = ''n'', then the point has non-zero value. If m>n, then the point is a zero of multiplicity m-n. If m, then the point has a pole of multiplicity n-m.


References

*Krantz, S. G. ''Handbook of Complex Variables''. Boston, MA: Birkhäuser, 1999. {{isbn, 0-8176-4011-8. Set theory Mathematical analysis