11. Splitting Field, Algebraic Closure 11.1. Definition. Let F(X)
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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 -
Effective Noether Irreducibility Forms and Applications*
Appears in Journal of Computer and System Sciences, 50/2 pp. 274{295 (1995). Effective Noether Irreducibility Forms and Applications* Erich Kaltofen Department of Computer Science, Rensselaer Polytechnic Institute Troy, New York 12180-3590; Inter-Net: [email protected] Abstract. Using recent absolute irreducibility testing algorithms, we derive new irreducibility forms. These are integer polynomials in variables which are the generic coefficients of a multivariate polynomial of a given degree. A (multivariate) polynomial over a specific field is said to be absolutely irreducible if it is irreducible over the algebraic closure of its coefficient field. A specific polynomial of a certain degree is absolutely irreducible, if and only if all the corresponding irreducibility forms vanish when evaluated at the coefficients of the specific polynomial. Our forms have much smaller degrees and coefficients than the forms derived originally by Emmy Noether. We can also apply our estimates to derive more effective versions of irreducibility theorems by Ostrowski and Deuring, and of the Hilbert irreducibility theorem. We also give an effective estimate on the diameter of the neighborhood of an absolutely irreducible polynomial with respect to the coefficient space in which absolute irreducibility is preserved. Furthermore, we can apply the effective estimates to derive several factorization results in parallel computational complexity theory: we show how to compute arbitrary high precision approximations of the complex factors of a multivariate integral polynomial, and how to count the number of absolutely irreducible factors of a multivariate polynomial with coefficients in a rational function field, both in the complexity class . The factorization results also extend to the case where the coefficient field is a function field. -
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). -
Real Closed Fields
University of Montana ScholarWorks at University of Montana Graduate Student Theses, Dissertations, & Professional Papers Graduate School 1968 Real closed fields Yean-mei Wang Chou The University of Montana Follow this and additional works at: https://scholarworks.umt.edu/etd Let us know how access to this document benefits ou.y Recommended Citation Chou, Yean-mei Wang, "Real closed fields" (1968). Graduate Student Theses, Dissertations, & Professional Papers. 8192. https://scholarworks.umt.edu/etd/8192 This Thesis is brought to you for free and open access by the Graduate School at ScholarWorks at University of Montana. It has been accepted for inclusion in Graduate Student Theses, Dissertations, & Professional Papers by an authorized administrator of ScholarWorks at University of Montana. For more information, please contact [email protected]. EEAL CLOSED FIELDS By Yean-mei Wang Chou B.A., National Taiwan University, l96l B.A., University of Oregon, 19^5 Presented in partial fulfillment of the requirements for the degree of Master of Arts UNIVERSITY OF MONTANA 1968 Approved by: Chairman, Board of Examiners raduate School Date Reproduced with permission of the copyright owner. Further reproduction prohibited without permission. UMI Number: EP38993 All rights reserved INFORMATION TO ALL USERS The quality of this reproduction is dependent upon the quality of the copy submitted. In the unlikely event that the author did not send a complete manuscript and there are missing pages, these will be noted. Also, if material had to be removed, a note will indicate the deletion. UMI OwMTtation PVblmhing UMI EP38993 Published by ProQuest LLC (2013). Copyright in the Dissertation held by the Author. -
THE RESULTANT of TWO POLYNOMIALS Case of Two
THE RESULTANT OF TWO POLYNOMIALS PIERRE-LOÏC MÉLIOT Abstract. We introduce the notion of resultant of two polynomials, and we explain its use for the computation of the intersection of two algebraic curves. Case of two polynomials in one variable. Consider an algebraically closed field k (say, k = C), and let P and Q be two polynomials in k[X]: r r−1 P (X) = arX + ar−1X + ··· + a1X + a0; s s−1 Q(X) = bsX + bs−1X + ··· + b1X + b0: We want a simple criterion to decide whether P and Q have a common root α. Note that if this is the case, then P (X) = (X − α) P1(X); Q(X) = (X − α) Q1(X) and P1Q − Q1P = 0. Therefore, there is a linear relation between the polynomials P (X);XP (X);:::;Xs−1P (X);Q(X);XQ(X);:::;Xr−1Q(X): Conversely, such a relation yields a common multiple P1Q = Q1P of P and Q with degree strictly smaller than deg P + deg Q, so P and Q are not coprime and they have a common root. If one writes in the basis 1; X; : : : ; Xr+s−1 the coefficients of the non-independent family of polynomials, then the existence of a linear relation is equivalent to the vanishing of the following determinant of size (r + s) × (r + s): a a ··· a r r−1 0 ar ar−1 ··· a0 .. .. .. a a ··· a r r−1 0 Res(P; Q) = ; bs bs−1 ··· b0 b b ··· b s s−1 0 . .. .. .. bs bs−1 ··· b0 with s lines with coefficients ai and r lines with coefficients bj. -
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). -
494 Lecture: Splitting Fields and the Primitive Element Theorem
494 Lecture: Splitting fields and the primitive element theorem Ben Gould March 30, 2018 1 Splitting Fields We saw previously that for any field F and (let's say irreducible) polynomial f 2 F [x], that there is some extension K=F such that f splits over K, i.e. all of the roots of f lie in K. We consider such extensions in depth now. Definition 1.1. For F a field and f 2 F [x], we say that an extension K=F is a splitting field for f provided that • f splits completely over K, i.e. f(x) = (x − a1) ··· (x − ar) for ai 2 K, and • K is generated by the roots of f: K = F (a1; :::; ar). The second statement implies that for each β 2 K there is a polynomial p 2 F [x] such that p(a1; :::; ar) = β; in general such a polynomial is not unique (since the ai are algebraic over F ). When F contains Q, it is clear that the splitting field for f is unique (up to isomorphism of fields). In higher characteristic, one needs to construct the splitting field abstractly. A similar uniqueness result can be obtained. Proposition 1.2. Three things about splitting fields. 1. If K=L=F is a tower of fields such that K is the splitting field for some f 2 F [x], K is also the splitting field of f when considered in K[x]. 2. Every polynomial over any field (!) admits a splitting field. 3. A splitting field is a finite extension of the base field, and every finite extension is contained in a splitting field. -
APPENDIX 2. BASICS of P-ADIC FIELDS
APPENDIX 2. BASICS OF p-ADIC FIELDS We collect in this appendix some basic facts about p-adic fields that are used in Lecture 9. In the first section we review the main properties of p-adic fields, in the second section we describe the unramified extensions of Qp, while in the third section we construct the field Cp, the smallest complete algebraically closed extension of Qp. In x4 section we discuss convergent power series over p-adic fields, and in the last section we give some examples. The presentation in x2-x4 follows [Kob]. 1. Finite extensions of Qp We assume that the reader has some familiarity with I-adic topologies and comple- tions, for which we refer to [Mat]. Recall that if (R; m) is a DVR with fraction field K, then there is a unique topology on K that is invariant under translations, and such that a basis of open neighborhoods of 0 is given by fmi j i ≥ 1g. This can be described as the topology corresponding to a metric on K, as follows. Associated to R there is a discrete valuation v on K, such that for every nonzero u 2 R, we have v(u) = maxfi j u 62 mig. If 0 < α < 1, then by putting juj = αv(u) for every nonzero u 2 K, and j0j = 0, one gets a non-Archimedean absolute value on K. This means that j · j has the following properties: i) juj ≥ 0, with equality if and only if u = 0. ii) ju + vj ≤ maxfjuj; jvjg for every u; v 2 K1. -
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.