494 Lecture: Splitting Fields and the Primitive Element Theorem
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Computing Infeasibility Certificates for Combinatorial Problems Through
1 Computing Infeasibility Certificates for Combinatorial Problems through Hilbert’s Nullstellensatz Jesus´ A. De Loera Department of Mathematics, University of California, Davis, Davis, CA Jon Lee IBM T.J. Watson Research Center, Yorktown Heights, NY Peter N. Malkin Department of Mathematics, University of California, Davis, Davis, CA Susan Margulies Computational and Applied Math Department, Rice University, Houston, TX Abstract Systems of polynomial equations with coefficients over a field K can be used to concisely model combinatorial problems. In this way, a combinatorial problem is feasible (e.g., a graph is 3- colorable, hamiltonian, etc.) if and only if a related system of polynomial equations has a solu- tion over the algebraic closure of the field K. In this paper, we investigate an algorithm aimed at proving combinatorial infeasibility based on the observed low degree of Hilbert’s Nullstellensatz certificates for polynomial systems arising in combinatorics, and based on fast large-scale linear- algebra computations over K. We also describe several mathematical ideas for optimizing our algorithm, such as using alternative forms of the Nullstellensatz for computation, adding care- fully constructed polynomials to our system, branching and exploiting symmetry. We report on experiments based on the problem of proving the non-3-colorability of graphs. We successfully solved graph instances with almost two thousand nodes and tens of thousands of edges. Key words: combinatorics, systems of polynomials, feasibility, Non-linear Optimization, Graph 3-coloring 1. Introduction It is well known that systems of polynomial equations over a field can yield compact models of difficult combinatorial problems. For example, it was first noted by D. -
Gsm073-Endmatter.Pdf
http://dx.doi.org/10.1090/gsm/073 Graduat e Algebra : Commutativ e Vie w This page intentionally left blank Graduat e Algebra : Commutativ e View Louis Halle Rowen Graduate Studies in Mathematics Volum e 73 KHSS^ K l|y|^| America n Mathematica l Societ y iSyiiU ^ Providence , Rhod e Islan d Contents Introduction xi List of symbols xv Chapter 0. Introduction and Prerequisites 1 Groups 2 Rings 6 Polynomials 9 Structure theories 12 Vector spaces and linear algebra 13 Bilinear forms and inner products 15 Appendix 0A: Quadratic Forms 18 Appendix OB: Ordered Monoids 23 Exercises - Chapter 0 25 Appendix 0A 28 Appendix OB 31 Part I. Modules Chapter 1. Introduction to Modules and their Structure Theory 35 Maps of modules 38 The lattice of submodules of a module 42 Appendix 1A: Categories 44 VI Contents Chapter 2. Finitely Generated Modules 51 Cyclic modules 51 Generating sets 52 Direct sums of two modules 53 The direct sum of any set of modules 54 Bases and free modules 56 Matrices over commutative rings 58 Torsion 61 The structure of finitely generated modules over a PID 62 The theory of a single linear transformation 71 Application to Abelian groups 77 Appendix 2A: Arithmetic Lattices 77 Chapter 3. Simple Modules and Composition Series 81 Simple modules 81 Composition series 82 A group-theoretic version of composition series 87 Exercises — Part I 89 Chapter 1 89 Appendix 1A 90 Chapter 2 94 Chapter 3 96 Part II. AfRne Algebras and Noetherian Rings Introduction to Part II 99 Chapter 4. Galois Theory of Fields 101 Field extensions 102 Adjoining -
Section X.51. Separable Extensions
X.51 Separable Extensions 1 Section X.51. Separable Extensions Note. Let E be a finite field extension of F . Recall that [E : F ] is the degree of E as a vector space over F . For example, [Q(√2, √3) : Q] = 4 since a basis for Q(√2, √3) over Q is 1, √2, √3, √6 . Recall that the number of isomorphisms of { } E onto a subfield of F leaving F fixed is the index of E over F , denoted E : F . { } We are interested in when [E : F ]= E : F . When this equality holds (again, for { } finite extensions) E is called a separable extension of F . Definition 51.1. Let f(x) F [x]. An element α of F such that f(α) = 0 is a zero ∈ of f(x) of multiplicity ν if ν is the greatest integer such that (x α)ν is a factor of − f(x) in F [x]. Note. I find the following result unintuitive and surprising! The backbone of the (brief) proof is the Conjugation Isomorphism Theorem and the Isomorphism Extension Theorem. Theorem 51.2. Let f(x) be irreducible in F [x]. Then all zeros of f(x) in F have the same multiplicity. Note. The following follows from the Factor Theorem (Corollary 23.3) and Theo- rem 51.2. X.51 Separable Extensions 2 Corollary 51.3. If f(x) is irreducible in F [x], then f(x) has a factorization in F [x] of the form ν a Y(x αi) , i − where the αi are the distinct zeros of f(x) in F and a F . -
Math 210B. Inseparable Extensions Since the Theory of Non-Separable Algebraic Extensions Is Only Non-Trivial in Positive Charact
Math 210B. Inseparable extensions Since the theory of non-separable algebraic extensions is only non-trivial in positive characteristic, for this handout we shall assume all fields have positive characteristic p. 1. Separable and inseparable degree Let K=k be a finite extension, and k0=k the separable closure of k in K, so K=k0 is purely inseparable. 0 This yields two refinements of the field degree: the separable degree [K : k]s := [k : k] and the inseparable 0 degree [K : k]i := [K : k ] (so their product is [K : k], and [K : k]i is always a p-power). pn Example 1.1. Suppose K = k(a), and f 2 k[x] is the minimal polynomial of a. Then we have f = fsep(x ) pn where fsep 2 k[x] is separable irreducible over k, and a is a root of fsep (so the monic irreducible fsep is n n the minimal polynomial of ap over k). Thus, we get a tower K=k(ap )=k whose lower layer is separable and n upper layer is purely inseparable (as K = k(a)!). Hence, K=k(ap ) has no subextension that is a nontrivial n separable extension of k0 (why not?), so k0 = k(ap ), which is to say 0 pn [k(a): k]s = [k : k] = [k(a ): k] = deg fsep; 0 0 n [k(a): k]i = [K : k ] = [K : k]=[k : k] = (deg f)=(deg fsep) = p : If one tries to prove directly that the separable and inseparable degrees are multiplicative in towers just from the definitions, one runs into the problem that in general one cannot move all inseparability to the \bottom" of a finite extension (in contrast with the separability). -
Finite Field
Finite field From Wikipedia, the free encyclopedia In mathematics, a finite field or Galois field (so-named in honor of Évariste Galois) is a field that contains a finite number of elements. As with any field, a finite field is a set on which the operations of multiplication, addition, subtraction and division are defined and satisfy certain basic rules. The most common examples of finite fields are given by the integers mod n when n is a prime number. TheFinite number field - Wikipedia,of elements the of free a finite encyclopedia field is called its order. A finite field of order q exists if and only if the order q is a prime power p18/09/15k (where 12:06p is a amprime number and k is a positive integer). All fields of a given order are isomorphic. In a field of order pk, adding p copies of any element always results in zero; that is, the characteristic of the field is p. In a finite field of order q, the polynomial Xq − X has all q elements of the finite field as roots. The non-zero elements of a finite field form a multiplicative group. This group is cyclic, so all non-zero elements can be expressed as powers of a single element called a primitive element of the field (in general there will be several primitive elements for a given field.) A field has, by definition, a commutative multiplication operation. A more general algebraic structure that satisfies all the other axioms of a field but isn't required to have a commutative multiplication is called a division ring (or sometimes skewfield). -
Splitting Fields
SPLITTING FIELDS KEITH CONRAD 1. Introduction When K is a field and f(T ) 2 K[T ] is nonconstant, there is a field extension K0=K in which f(T ) picks up a root, say α. Then f(T ) = (T − α)g(T ) where g(T ) 2 K0[T ] and deg g = deg f − 1. By applying the same process to g(T ) and continuing in this way finitely many times, we reach an extension L=K in which f(T ) splits into linear factors: in L[T ], f(T ) = c(T − α1) ··· (T − αn): We call the field K(α1; : : : ; αn) that is generated by the roots of f(T ) over K a splitting field of f(T ) over K. The idea is that in a splitting field we can find a full set of roots of f(T ) and no smaller field extension of K has that property. Let's look at some examples. Example 1.1. A splitting field of T 2 + 1 over R is R(i; −i) = R(i) = C. p p Example 1.2. A splitting field of T 2 − 2 over Q is Q( 2), since we pick up two roots ± 2 in the field generated by just one of the roots. A splitting field of T 2 − 2 over R is R since T 2 − 2 splits into linear factors in R[T ]. p p p p Example 1.3. In C[T ], a factorization of T 4 − 2 is (T − 4 2)(T + 4 2)(T − i 4 2)(T + i 4 2). -
ON DENSITY of PRIMITIVE ELEMENTS for FIELD EXTENSIONS It Is Well Known That
ON DENSITY OF PRIMITIVE ELEMENTS FOR FIELD EXTENSIONS JOEL V. BRAWLEY AND SHUHONG GAO Abstract. This paper presents an explicit bound on the number of primitive ele- ments that are linear combinations of generators for field extensions. It is well known that every finite separable extension of an arbitrary field has a primitive element; that is, there exists a single element in the extension field which generates that field over the ground field. This is a fundamental theorem in algebra which is called the primitive element theorem in many textbooks, see for example [2, 5, 6], and it is a useful tool in practical computation of commutative algebra [4]. The existence proofs found in the literature make no attempt at estimating the density of primitive elements. The purpose of this paper is to give an explicit lower bound on the density of primitive elements that are linear combinations of generators. Our derivation uses a blend of Galois theory, basic linear algebra, and a simple form of the principle of inclusion-exclusion from elementary combinatorics. Additionally, for readers familiar with Grobner bases, we show by a geometric example, how to test a linear combination for primitivity without relying on the Galois groups used in deriving our bound. Let F be any field and K a finite algebraic extension of F. An element β ∈ K is called primitive for K over F if K = F(β). Suppose K is generated by α1,...,αn, that is, K = F(α1,...,αn). Consider elements of the form β = b1α1 + ···+bnαn where bi ∈ F,1≤i≤n. -
An Extension K ⊃ F Is a Splitting Field for F(X)
What happened in 13.4. Let F be a field and f(x) 2 F [x]. An extension K ⊃ F is a splitting field for f(x) if it is the minimal extension of F over which f(x) splits into linear factors. More precisely, K is a splitting field for f(x) if it splits over K but does not split over any subfield of K. Theorem 1. For any field F and any f(x) 2 F [x], there exists a splitting field K for f(x). Idea of proof. We shall show that there exists a field over which f(x) splits, then take the intersection of all such fields, and call it K. Now, we decompose f(x) into irreducible factors 0 0 p1(x) : : : pk(x), and if deg(pj) > 1 consider extension F = f[x]=(pj(x)). Since F contains a 0 root of pj(x), we can decompose pj(x) over F . Then we continue by induction. Proposition 2. If f(x) 2 F [x], deg(f) = n, and an extension K ⊃ F is the splitting field for f(x), then [K : F ] 6 n! Proof. It is a nice and rather easy exercise. Theorem 3. Any two splitting fields for f(x) 2 F [x] are isomorphic. Idea of proof. This result can be proven by induction, using the fact that if α, β are roots of an irreducible polynomial p(x) 2 F [x] then F (α) ' F (β). A good example of splitting fields are the cyclotomic fields | they are splitting fields for polynomials xn − 1. -
Finite Fields and Function Fields
Copyrighted Material 1 Finite Fields and Function Fields In the first part of this chapter, we describe the basic results on finite fields, which are our ground fields in the later chapters on applications. The second part is devoted to the study of function fields. Section 1.1 presents some fundamental results on finite fields, such as the existence and uniqueness of finite fields and the fact that the multiplicative group of a finite field is cyclic. The algebraic closure of a finite field and its Galois group are discussed in Section 1.2. In Section 1.3, we study conjugates of an element and roots of irreducible polynomials and determine the number of monic irreducible polynomials of given degree over a finite field. In Section 1.4, we consider traces and norms relative to finite extensions of finite fields. A function field governs the abstract algebraic aspects of an algebraic curve. Before proceeding to the geometric aspects of algebraic curves in the next chapters, we present the basic facts on function fields. In partic- ular, we concentrate on algebraic function fields of one variable and their extensions including constant field extensions. This material is covered in Sections 1.5, 1.6, and 1.7. One of the features in this chapter is that we treat finite fields using the Galois action. This is essential because the Galois action plays a key role in the study of algebraic curves over finite fields. For comprehensive treatments of finite fields, we refer to the books by Lidl and Niederreiter [71, 72]. 1.1 Structure of Finite Fields For a prime number p, the residue class ring Z/pZ of the ring Z of integers forms a field. -
Galois Groups of Mori Trinomials and Hyperelliptic Curves with Big Monodromy
European Journal of Mathematics (2016) 2:360–381 DOI 10.1007/s40879-015-0048-2 RESEARCH ARTICLE Galois groups of Mori trinomials and hyperelliptic curves with big monodromy Yuri G. Zarhin1 Received: 22 December 2014 / Accepted: 12 April 2015 / Published online: 5 May 2015 © Springer International Publishing AG 2015 Abstract We compute the Galois groups for a certain class of polynomials over the the field of rational numbers that was introduced by Shigefumi Mori and study the monodromy of corresponding hyperelliptic jacobians. Keywords Abelian varieties · Hyperelliptic curves · Tate modules · Galois groups Mathematics Subject Classification 14H40 · 14K05 · 11G30 · 11G10 1 Mori polynomials, their reductions and Galois groups We write Z, Q and C for the ring of integers, the field of rational numbers and the field of complex numbers respectively. If a and b are nonzero integers then we write (a, b) for its (positive) greatest common divisor. If is a prime then F, Z and Q stand for the prime finite field of characteristic , the ring of -adic integers and the field of -adic numbers respectively. This work was partially supported by a grant from the Simons Foundation (# 246625 to Yuri Zarkhin). This work was started during author’s stay at the Max-Planck-Institut für Mathematik (Bonn, Germany) in September of 2013 and finished during the academic year 2013/2014 when the author was Erna and Jakob Michael Visiting Professor in the Department of Mathematics at the Weizmann Institute of Science (Rehovot, Israel): the hospitality and support of both Institutes are gratefully acknowledged. B Yuri G. Zarhin [email protected] 1 Department of Mathematics, Pennsylvania State University, University Park, PA 16802, USA 123 Galois groups of Mori trinomials and hyperelliptic curves.. -
11. Splitting Field, Algebraic Closure 11.1. Definition. Let F(X)
11. splitting field, Algebraic closure 11.1. Definition. Let f(x) F [x]. Say that f(x) splits in F [x] if it can be decomposed into linear factors in F [x]. An∈ extension K/F is called a splitting field of some non-constant polynomial f(x) if f(x) splits in K[x]butf(x) does not split in M[x]foranyanyK ! M F . If an extension K of F is the splitting field of a collection of polynomials in F [x], then⊇ we say that K/F is a normal extension. 11.2. Lemma. Let p(x) be a non-constant polynomial in F [x].Thenthereisafiniteextension M of F such that p(x) splits in M. Proof. Induct on deg(p); the case deg(p) = 1 is trivial. If p is already split over F ,thenF is already a splitting field. Otherwise, choose an irreducible factor p1(x)ofp(x)suchthat deg(p1(x)) 1. By, there is a finite extension M1/F such that p1 has a root α in M1.Sowe can write p≥(x)=(x α)q(x) in M [x]. Since deg(q) < deg(p), by induction, there is a finite − 1 extension M/M1 such that q splits in M.ThenM/F is also finite and p splits in M. ! 11.3. Lemma. Let σ : F L be an embedding of a field F into a field L.Letp(x) F [x] be an irreducible polynomial→ and let K = F [x]/(p(x)) be the extension of of F obtained∈ by adjoining a root of p.Theembeddingσ extends to K if and only if σ(p)(x) has a root in L. -
Uniquely Separable Extensions
UNIQUELY SEPARABLE EXTENSIONS LARS KADISON Abstract. The separability tensor element of a separable extension of noncommutative rings is an idempotent when viewed in the correct en- domorphism ring; so one speaks of a separability idempotent, as one usually does for separable algebras. It is proven that this idempotent is full if and only the H-depth is 1 (H-separable extension). Similarly, a split extension has a bimodule projection; this idempotent is full if and only if the ring extension has depth 1 (centrally projective exten- sion). Separable and split extensions have separability idempotents and bimodule projections in 1 - 1 correspondence via an endomorphism ring theorem in Section 3. If the separable idempotent is unique, then the separable extension is called uniquely separable. A Frobenius extension with invertible E-index is uniquely separable if the centralizer equals the center of the over-ring. It is also shown that a uniquely separable extension of semisimple complex algebras with invertible E-index has depth 1. Earlier group-theoretic results are recovered and related to depth 1. The dual notion, uniquely split extension, only occurs trivially for finite group algebra extensions over complex numbers. 1. Introduction and Preliminaries The classical notion of separable algebra is one of a semisimple algebra that remains semisimple under every base field extension. The approach of Hochschild to Wedderburn’s theory of associative algebras in the Annals was cohomological, and characterized a separable k-algebra A by having a e op separability idempotent in A = A⊗k A . A separable extension of noncom- mutative rings is characterized similarly by possessing separability elements in [13]: separable extensions are shown to be left and right semisimple exten- arXiv:1808.04808v3 [math.RA] 29 Aug 2019 sions in terms of Hochschild’s relative homological algebra (1956).