Polynomial Transformation
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mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, a polynomial transformation consists of computing the polynomial whose
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 focusing ...
are a given function of the roots of a polynomial. Polynomial transformations such as
Tschirnhaus transformation In mathematics, a Tschirnhaus transformation, also known as Tschirnhausen transformation, is a type of mapping on polynomials developed by Ehrenfried Walther von Tschirnhaus in 1683. Simply, it is a method for transforming a polynomial equatio ...
s are often used to simplify the solution of
algebraic equation In mathematics, an algebraic equation or polynomial equation is an equation of the form :P = 0 where ''P'' is a polynomial with coefficients in some field, often the field of the rational numbers. For many authors, the term ''algebraic equation'' ...
s.


Simple examples


Translating the roots

Let : P(x) = a_0x^n + a_1 x^ + \cdots + a_ be a polynomial, and :\alpha_1, \ldots, \alpha_n be its complex roots (not necessarily distinct). For any constant , the polynomial whose roots are :\alpha_1+c, \ldots, \alpha_n+c is :Q(y) = P(y-c)= a_0(y-c)^n + a_1 (y-c)^ + \cdots + a_. If the coefficients of are
integer An integer is the number zero (), a positive natural number (, , , etc.) or a negative integer with a minus sign (−1, −2, −3, etc.). The negative numbers are the additive inverses of the corresponding positive numbers. In the language ...
s and the constant c=\frac is a
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 ration ...
, the coefficients of may be not integers, but the polynomial has integer coefficients and has the same roots as . A special case is when c=\frac. The resulting polynomial does not have any term in .


Reciprocals of the roots

Let : P(x) = a_0x^n + a_1 x^ + \cdots + a_ be a polynomial. The polynomial whose roots are the reciprocals of the roots of as roots is its
reciprocal polynomial In algebra, given a polynomial :p(x) = a_0 + a_1x + a_2x^2 + \cdots + a_nx^n, with coefficients from an arbitrary field, its reciprocal polynomial or reflected polynomial,* denoted by or , is the polynomial :p^*(x) = a_n + a_x + \cdots + a_0x^n = ...
: Q(y)= y^nP\left(\frac\right)= a_ny^n + a_ y^ + \cdots + a_.


Scaling the roots

Let : P(x) = a_0x^n + a_1 x^ + \cdots + a_ be a polynomial, and be a non-zero constant. A polynomial whose roots are the product by of the roots of is :Q(y)=c^nP\left(\frac \right) = a_0y^n + a_1 cy^ + \cdots + a_c^n. The factor appears here because, if and the coefficients of are integers or belong to some
integral domain In mathematics, specifically abstract algebra, an integral domain is a nonzero commutative ring in which the product of any two nonzero elements is nonzero. Integral domains are generalizations of the ring of integers and provide a natural set ...
, the same is true for the coefficients of . In the special case where c=a_0, all coefficients of are multiple of , and \frac is a
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^+\cd ...
, whose coefficients belong to any integral domain containing and the coefficients of . This polynomial transformation is often used to reduce questions on
algebraic number An algebraic number is a number that is a root of a non-zero polynomial in one variable with integer (or, equivalently, rational) coefficients. For example, the golden ratio, (1 + \sqrt)/2, is an algebraic number, because it is a root of the po ...
s to questions on
algebraic integer In algebraic number theory, an algebraic integer is a complex number which is integral over the integers. That is, an algebraic integer is a complex root of some monic polynomial (a polynomial whose leading coefficient is 1) whose coefficients ...
s. Combining this with a translation of the roots by \frac, allows to reduce any question on the roots of a polynomial, such as root-finding, to a similar question on a simpler polynomial, which is monic and does not have a term of degree . For examples of this, see Cubic function § Reduction to a depressed cubic or Quartic function § Converting to a depressed quartic.


Transformation by a rational function

All preceding examples are polynomial transformations by a
rational function In mathematics, a rational function is any function that can be defined by a rational fraction, which is an algebraic fraction such that both the numerator and the denominator are polynomials. The coefficients of the polynomials need not be rat ...
, also called
Tschirnhaus transformation In mathematics, a Tschirnhaus transformation, also known as Tschirnhausen transformation, is a type of mapping on polynomials developed by Ehrenfried Walther von Tschirnhaus in 1683. Simply, it is a method for transforming a polynomial equatio ...
s. Let :f(x)=\frac be a rational function, where and are
coprime In mathematics, two integers and are coprime, relatively prime or mutually prime if the only positive integer that is a divisor of both of them is 1. Consequently, any prime number that divides does not divide , and vice versa. This is equivale ...
polynomials. The polynomial transformation of a polynomial by is the polynomial (defined
up to Two Mathematical object, mathematical objects ''a'' and ''b'' are called equal up to an equivalence relation ''R'' * if ''a'' and ''b'' are related by ''R'', that is, * if ''aRb'' holds, that is, * if the equivalence classes of ''a'' and ''b'' wi ...
the product by a non-zero constant) whose roots are the images by of the roots of . Such a polynomial transformation may be computed as a
resultant In mathematics, the resultant of two polynomials is a polynomial expression of their coefficients, which is equal to zero if and only if the polynomials have a common root (possibly in a field extension), or, equivalently, a common factor (ove ...
. In fact, the roots of the desired polynomial are exactly the
complex number In mathematics, a complex number is an element of a number system that extends the real numbers with a specific element denoted , called the imaginary unit and satisfying the equation i^= -1; every complex number can be expressed in the form ...
s such that there is a complex number such that one has simultaneously (if the coefficients of and are not real or complex numbers, ''"complex number"'' has to be replaced by ''"element of 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 . Examples As an example, the field of real numbers is not algebraically closed, because ...
containing the coefficients of the input polynomials"'') :\begin P(x)&=0\\ y\,h(x)-g(x)&=0\,. \end This is exactly the defining property of the resultant :\operatorname_x(y\,h(x)-g(x),P(x)). This is generally difficult to compute by hand. However, as most
computer algebra system A computer algebra system (CAS) or symbolic algebra system (SAS) is any mathematical software with the ability to manipulate mathematical expressions in a way similar to the traditional manual computations of mathematicians and scientists. The de ...
s have a built-in function to compute resultants, it is straightforward to compute it with a
computer A computer is a machine that can be programmed to Execution (computing), carry out sequences of arithmetic or logical operations (computation) automatically. Modern digital electronic computers can perform generic sets of operations known as C ...
.


Properties

If the polynomial is
irreducible In philosophy, systems theory, science, and art, emergence occurs when an entity is observed to have properties its parts do not have on their own, properties or behaviors that emerge only when the parts interact in a wider whole. Emergence ...
, then either the resulting polynomial is irreducible, or it is a power of an irreducible polynomial. Let \alpha be a root of and consider , the
field extension In mathematics, particularly in algebra, a field extension is a pair of fields E\subseteq F, such that the operations of ''E'' are those of ''F'' restricted to ''E''. In this case, ''F'' is an extension field of ''E'' and ''E'' is a subfield of ...
generated by \alpha. The former case means that f(\alpha) is a primitive element of , which has as minimal polynomial. In the latter case, f(\alpha) belongs to a subfield of and its minimal polynomial is the irreducible polynomial that has as power.


Transformation for equation-solving

Polynomial transformations have been applied to the simplification of polynomial equations for solution, where possible, by radicals. Descartes introduced the transformation of a polynomial of degree which eliminates the term of degree by a translation of the roots. Such a polynomial is termed depressed. This already suffices to solve the quadratic by square roots. In the case of the cubic, Tschirnhaus transformations replace the variable by a quadratic function, thereby making it possible to eliminate two terms, and so can be used to eliminate the linear term in a depressed cubic to achieve the solution of the cubic by a combination of square and cube roots. The Bring–Jerrard transformation, which is quartic in the variable, brings a quintic into Bring-Jerrard normal form with terms of degree 5,1, and 0.


References

* {{cite journal , last1=Adamchik , first1=Victor S. , last2=Jeffrey , first2=David J. , title=Polynomial transformations of Tschirnhaus, Bring and Jerrard , zbl=1055.65063 , journal=SIGSAM Bull. , volume=37 , number=3 , pages=90–94 , year=2003 , url=http://www.sigsam.org/bulletin/articles/145/Adamchik.pdf , url-status=dead , archiveurl=https://web.archive.org/web/20090226035637/http://www.sigsam.org/bulletin/articles/145/Adamchik.pdf , archivedate=2009-02-26 Algebra