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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 -
$\Mathbb {F} 1 $ for Everyone
F1 for everyone Oliver Lorscheid Abstract. This text serves as an introduction to F1-geometry for the general math- ematician. We explain the initial motivations for F1-geometry in detail, provide an overview of the different approaches to F1 and describe the main achievements of the field. Prologue F1-geometry is a recent area of mathematics that emerged from certain heuristics in combinatorics, number theory and homotopy theory that could not be explained in the frame work of Grothendieck’s scheme theory. These ideas involve a theory of algebraic geometry over a hypothetical field F1 with one element, which includes a theory of algebraic groups and their homogeneous spaces, an arithmetic curve SpecZ over F1 that compactifies the arithmetic line SpecZ and K-theory that stays in close relation to homotopy theory of topological spaces such as spheres. Starting in the mid 2000’s, there was an outburst of different approaches towards such theories, which bent and extended scheme theory. Meanwhile some of the initial problems for F1-geometry have been settled and new applications have been found, for instance in cyclic homology and tropical geometry. The first thought that crosses one’s mind in this context is probably the question: What is the “field with one element”? Obviously, this oxymoron cannot be taken literally as it would imply a mathematical contradiction. It is resolved as follows. First of all we remark that we do not need to define F1 itself—what is needed for the aims of F1-geometry is a suitable category of schemes over F1. However, many approaches contain an explicit definition of F1, and in most cases, the field with one element is not a field and has two elements. -
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. -
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). -
Abstract Motivic Homotopy Theory
Abstract motivic homotopy theory Dissertation zur Erlangung des Grades Doktor der Naturwissenschaften (Dr. rer. nat.) des Fachbereiches Mathematik/Informatik der Universitat¨ Osnabruck¨ vorgelegt von Peter Arndt Betreuer Prof. Dr. Markus Spitzweck Osnabruck,¨ September 2016 Erstgutachter: Prof. Dr. Markus Spitzweck Zweitgutachter: Prof. David Gepner, PhD 2010 AMS Mathematics Subject Classification: 55U35, 19D99, 19E15, 55R45, 55P99, 18E30 2 Abstract Motivic Homotopy Theory Peter Arndt February 7, 2017 Contents 1 Introduction5 2 Some 1-categorical technicalities7 2.1 A criterion for a map to be constant......................7 2.2 Colimit pasting for hypercubes.........................8 2.3 A pullback calculation............................. 11 2.4 A formula for smash products......................... 14 2.5 G-modules.................................... 17 2.6 Powers in commutative monoids........................ 20 3 Abstract Motivic Homotopy Theory 24 3.1 Basic unstable objects and calculations..................... 24 3.1.1 Punctured affine spaces......................... 24 3.1.2 Projective spaces............................ 33 3.1.3 Pointed projective spaces........................ 34 3.2 Stabilization and the Snaith spectrum...................... 40 3.2.1 Stabilization.............................. 40 3.2.2 The Snaith spectrum and other stable objects............. 42 3.2.3 Cohomology theories.......................... 43 3.2.4 Oriented ring spectra.......................... 45 3.3 Cohomology operations............................. 50 3.3.1 Adams operations............................ 50 3.3.2 Cohomology operations........................ 53 3.3.3 Rational splitting d’apres` Riou..................... 56 3.4 The positive rational stable category...................... 58 3.4.1 The splitting of the sphere and the Morel spectrum.......... 58 1 1 3.4.2 PQ+ is the free commutative algebra over PQ+ ............. 59 3.4.3 Splitting of the rational Snaith spectrum................ 60 3.5 Functoriality.................................. -
Noncommutative Geometry and Arithmetic
Noncommutative Geometry and Arithmetic. Johns Hopkins University, March 22-25, 2011 JAMI Conference - Spring 2011 Conference Schedule TUESDAY MARCH 22, 2011 8:00-9:00 a.m. Registration and Breakfast Registration and Breakfast 9:00-10:00 a.m. A. Connes (IHES) An overview on the Jami Conference topics 10:00-10:30 a.m. Coffee Break Coffe Break 10:30-11:30 a.m. O. Viro (SUNY) Patchworking, tropical geometry and hyperfields 11:45-12:45 p.m. P. Lescot (U. de Rouen) The spectrum of a characteristic one algebra Lunch Break Lunch Break 2:30-3:30 p.m. C. Popescu (UCSD) Classical and Equivariant Iwasawa Theory 3:30-4:15 p.m. Refreshments Refreschments 4:15-5:15 p.m. G. Litvinov (Indep. U. of Moscow) Dequantization and mathematics over tropical and idempotent arithmetics 1 WEDNESDAY MARCH 23, 2011 8:00-9:00 a.m. Breakfast Breakfast 9:00-10:00 a.m. O. Lorsheid (CUNY) Blueprints and K-theory over F1 10:15-11:15 a.m. C. Consani (JHU) On the arithmetic of the BC-system I. 11:15-11:45 a.m. Coffee Break Coffee Break 11:45-12:45 p.m. A. Connes (IHES) On the arithmetic of the BC-system II. Lunch Break Lunch Break Lunch Break 2:30-3:30 p.m. Y. Andr´e(ENS Paris) Gevrey series and arithmetic Gevrey series. A survey. 3:30-4:15 p.m. Refreshments Refreschments 4:15-5:15 p.m. K. Thas (U. Gent) Incidental geometries over F1 2 THURSDAY MARCH 24, 2011 8:00-9:00 a.m. -
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. -
○ Premi Emmy Noether De La SCM ○ Fotografia Matemàtica. Vint Anys
SCM / Notícies / 39 Edita la Societat Catalana de Matemàtiques Filial de l’Institut d’Estudis Catalans 39 ● Premi Emmy Noether de la SCM ● Fotografia matemàtica. Vint anys Juliol 2016 mirant el món amb ulls matemàtics ● Conversa entre Anton Aubanell i Sergi Múria ● Entrevista a Ferran Utzet, matemàtic i director de teatre Cintes de Möbius, Josep Canals Institut d’Estudis Catalans Coberta Notícies 39.indd 1 29/06/2016 15:34:48 ´Index Societat Catalana de Matematiques` La Junta informa 1 Editorial 2 President: Xavier Jarque i Ribera Vicepres.: Enric Ventura i Capell Internacional 3 Vicepres. adj.: Iolanda Guevara La columna de l’EMS 3 i Casanova 25 anys de la Societat Europea de Matem`atiques 5 Secretari: Albert Ruiz i Cirera Reuni´ode presidents de les societats de l’EMS 8 Tresorera: Nat`aliaCastellana i Vila Vocals: Albert Aviny´oi Andr´es Noticiari 10 Marta Berini i L´opez-Lara Publicacions Electr`oniquesde la SCM 10 N´uriaFagella i Rabionet Nou Departament de Matem`atiquesde la UPC 11 Alberto Herrero Izquierdo Nou Departament de Matem`atiquesi Inform`aticaUB 12 Josep Gran´ei Manlleu Les universitats informen 14 Carles Romero i Chesa Manuel Udina i Abell´o Activitats del MMACA 19 Delegat Llu´ısAlsed`a,nou director del CRM 21 de l’IEC: Joan Girbau i Bad´o Cangur 2016 22 Comunicacions: Activitats 26 XVIII Jornada Did`acticaMatem`aticad’ABEAM 26 Carrer del Carme, 47 08001 Barcelona Contribucions de John F. Nash 27 Tel.: 932 701 620 BGSMath Junior Meeting 28 Fax: 932 701 180 Art i matem`atiques:buscant la bellesa 29 A/e: [email protected] La Copa Cangur, des de dins 30 Secret`aria: N´uriaFuster Acte de presentaci´odels premis Noether 32 Tel.: 933 248 583 de 10 a 17 h LII Olimp´ıadaCatalana de Matem`atiques 33 LII Olimp´ıadaMatem`aticaEspanyola 34 SCM/Not´ıcies Activitats amb ajut de la Societat 36 Juliol 2016. -
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.