Functional Reducts of Boolean Algebras

Total Page:16

File Type:pdf, Size:1020Kb

Functional Reducts of Boolean Algebras FUNCTIONAL REDUCTS OF THE COUNTABLE ATOMLESS BOOLEAN ALGEBRA BERTALAN BODOR, KENDE KALINA, AND CSABA SZABO´ Abstract. For an algebra A = (A, f1,...,fn) the algebra B = (A, t1,...,tk) is called a functional reduct if each tj is a term function of A. We classify the functional reducts of the countable atomless Boolean algebra up to first-order interdefinability. That is, we consider two functional reducts the “same”, if their group of automorphisms is the same. We show that there are 13 such reducts and describe their structures and group of automor- phisms. 1. Introduction Let Ba = (B, ∧, ∨, 0, 1, ¬) denote the countable atomless Boolean algebra. It is known that this structure is unique up to isomorphism. It is easy to check that the structure Ba is homogeneous, that is every isomorphism between finite substructures of Ba can be extended to an automorphism of Ba. The struc- ture Ba is also ω-categorical which means that every countable structure with the same first-order theory is isomorphic to Ba. The Boolean algebra Ba can be obtained as the Fra¨ıss´elimit of the class of finite Boolean algebras. Homo- geneous structures have been extensively studied and they are often interesting on their own. Some of the classical examples for homogeneous structures are the random graph, the countably infinite dimensional vector spaces over finite fields, and the rationals as an ordered set. The general theory of homogeneous structures was initiated by Fra¨ıss´e[9]. We refer the reader to [13] for a detailed discussion about homogeneous structures. arXiv:1506.01314v2 [math.LO] 5 Feb 2020 Definition 1. Let A = (A, f1,...,fn) be an algebra on the set A with oper- ations f1,...,fn. A functional reduct of A is a structure B = (A, t1,...,tk) on the same set A and with operations t1,...,tk such that every tj is a term function of A (see Definition 2). For example the structure A = (Ba, ∆) where ∆ denotes the symmetric difference, ∆(x, y)= ¬(x∧y) ∧(x∨y) is a functional reduct of Ba which is an Abelian group. In this paper we will classify the functional reducts of Ba. We 1 2 B.BODOR,K.KALINA,ANDCS.SZABO´ will show that there are exactly 13 of them up to first-order interdefinability. The example given above is denoted by (+0, 0) later in the paper. If A is a first-order structure then we will call a structure B a reduct of A if B has the same domain set as A, and all constants, relations, and functions of B are first-order definable over A. For a given first-order structure we can define a preorder on its reducts: B1 . B2 if and only if B2 is a reduct of B1. Two reducts are called first-order interdefinable if and only if B1 . B2 and B2 . B1. It is an important consequence of Theorem 3 that a reduct of an ω-categorical structure is also ω-categorical itself. The automorphism group of a reduct consists of the permutations preserving all relations of the reduct, so the automorphism group of a reduct contains the automorphism group of the original structure. In general, if B1 . B2 then Aut(B1) ≤ Aut(B2). Moreover, the group Aut(B) is closed in the topology of pointwise convergence, i.e. the subspace topology of the product topology on AA where A is equipped with the discrete topology. If the structure A is ω-categorical then there is a bijection between the closed subgroups of Sym(A) containing Aut(A) and the equivalence classes of reducts of A by first-order interdefinability. So in the case of ω-categorical structures the classification of the reducts is equivalent with the description of the closed groups containing the automorphism group. language. The classification of the reducts up to first-order interdefinability is known for a handful of ω-categorical homogeneous structures. For example the set of rationals equipped with the usual ordering has five reducts up to first- order interdefinability [8], and similarly the the random graph [16], the random tournament [2] and the random partially ordered set [14] also have five. The classification is also known for the Henson graphs [15]. The homogeneous ordered graph has more than 40 [3], and Q≤ (rationals with the usual ordering) equipped with an additional constant has 116 reducts [12]. Note that in all these classifications the languages of the structures in question do not contain any function symbols. In order to handle the reducts of these structures Bodirsky and Pinsker de- veloped some techniques using Ramsey theory and canonical functions (see [4] for instance). However, these techniques only work for homogeneous struc- tures over finite relational languages. It follows from an easy orbit counting argument that the structure Ba is not homogeneous over any finite relational −1 language: Aut(Ba) has at least 22n n-orbits, whereas the automorphism group of a homogeneous structure over a finite relational language has at most 2p(n) n-orbits for some polynomial p. Therefore the methods mentioned above cannot be applied in our case. FUNCTIONAL REDUCTS OF THE COUNTABLE ATOMLESS BOOLEAN ALGEBRA 3 In this paper we show that Ba has exactly 13 functional reducts. 11 out of these 13 reducts are reducts of Ba considered as a vector space together with the constant 1 (later denoted by (+0, 0, 1)). Apart from these there is one nontrivial reduct. This reduct can be represented as Ba with the median relation M(x, y, z)=(x ∨ y) ∧ (y ∨ z) ∧ (z ∨ x). The automorphism group of this reduct is generated by the translations tc : x 7→ x + c over Aut(Ba). We also give a list of all reducts known to us at the end of this article, the lattice of these reducts can be seen on Figure 2. This list contains 12 infinite ascending chains, and 23 sporadic reducts. Note that our list might be incomplete, but we hope that this classification of functional reducts can be used for the classification of all reducts in the future. 2. Background We can define a preorder similarly on the functional reducts of a given algebra: C1 . C2 if and only if all functions in C2 can be defined over C1 using first-order formulas. The automorphism groups of such functional reducts will also be closed. It remains true that two functional reduct is first-order interdefinable if and only if their automorphism groups are the same. But the first-order equivalence classes of functional reducts are not in a bijection with the closed groups: there may exist closed groups containing the automorphism group of the original structure which cannot be obtained as the automorphism group of a functional reduct. Definition 2. Let A = (A, f1,...,fn) be an algebra. Then we say that a function g : Ak → A is first-order definable over A if the relation R := {(x, g(x)) : x ∈ Ak} is definable by a first-order formula using the functions f1,...,fn. We say that a function g is a term function of the algebra A if g can be generated as a function from the functions f1,...,fn, and the projection maps k πi :(x1,...,xk) 7→ xi. Note that not every first-order definable function is a term function: if we consider any lattice as a ∧-semilattice, then the operation ∨ is first-order definable (see Lemma 11), but it is not a term function in the ∧-semilattice. Let B =(B, ∧, ∨, 0, 1, ¬) be an arbitrary Boolean algebra. Then we define the operations + and · on B as x + y := ∆(x, y) = ¬(x ∧ y) ∧ (x ∨ y), and x · y = xy = x ∧ y. It is well-known that in this case the structure B with the operations + and ·, and the constants 0 and 1 form a ring in a natural way. It is also known that this ring satisfies the identities x2 = x and 2x = 0. Using this definition the algebras B =(B, ∧, ∨, 0, 1, ¬) and B′ =(B, +, ·, 0, 1) are term equivalent meaning that a function is a term function over B if and 4 B.BODOR,K.KALINA,ANDCS.SZABO´ only if it is a term function over B′. In order to see this it is enough to show that every function of B′ is term function of B, and vice versa. The former follows directly from the definition of B′. For the other direction we can use the following definitions: x ∧ y := xy, x ∨ y := xy + x + y, ¬(x) := x +1. This observation also implies that the structures B and B′ are interdefinable. In most of our computations in this paper we will consider Ba as a ring as above. The argument above shows this does not change what is a term function of Ba or what is first-order definable over Ba. The following theorem is essential in the theory of ω-categorical structures: Theorem 3 (Engeler, Ryll-Nardzewski, Svenonius). The structure A is ω- categorical if and only if Aut(A) is oligomorphic, i.e. for all n it has finitely many n-orbits. The following two corollaries are easy consequences of Theorem 3. Corollary 4. Let A be an ω-categorical structure and f be a function or a relation on the universe of A such that every permutation of Aut(A) preserves f. Then f is first-order definable over A. Corollary 5. Let C, C1, C2,..., Ck be some functional reducts of an algebra A. Then the following two conditions are equivalent: • Aut(C1) ∩ Aut(C2) ∩ ... ∩ Aut(Ck) = Aut(C) • All functions of C1 ∪C2 ∪...∪Ck can be defined from C, and all functions of C can be defined from C1 ∪ C2 ..
Recommended publications
  • Universal Algebra
    Donald Sannella and Andrzej Tarlecki Foundations of Algebraic Specification and Formal Software Development September 29, 2010 Springer Page: v job: root macro: svmono.cls date/time: 29-Sep-2010/17:45 Page: xiv job: root macro: svmono.cls date/time: 29-Sep-2010/17:45 Contents 0 Introduction .................................................... 1 0.1 Modelling software systems as algebras . 1 0.2 Specifications . 5 0.3 Software development . 8 0.4 Generality and abstraction . 10 0.5 Formality . 12 0.6 Outlook . 14 1 Universal algebra .............................................. 15 1.1 Many-sorted sets . 15 1.2 Signatures and algebras . 18 1.3 Homomorphisms and congruences . 22 1.4 Term algebras . 27 1.5 Changing signatures . 32 1.5.1 Signature morphisms . 32 1.5.2 Derived signature morphisms . 36 1.6 Bibliographical remarks . 38 2 Simple equational specifications ................................. 41 2.1 Equations . 41 2.2 Flat specifications . 44 2.3 Theories . 50 2.4 Equational calculus . 54 2.5 Initial models . 58 2.6 Term rewriting . 66 2.7 Fiddling with the definitions . 72 2.7.1 Conditional equations . 72 2.7.2 Reachable semantics . 74 2.7.3 Dealing with partial functions: error algebras . 78 2.7.4 Dealing with partial functions: partial algebras . 84 2.7.5 Partial functions: order-sorted algebras . 87 xv xvi Contents 2.7.6 Other options . 91 2.8 Bibliographical remarks . 93 3 Category theory................................................ 97 3.1 Introducing categories. 99 3.1.1 Categories . 99 3.1.2 Constructing categories . 105 3.1.3 Category-theoretic definitions . 109 3.2 Limits and colimits . 111 3.2.1 Initial and terminal objects .
    [Show full text]
  • On Birkhoff's Common Abstraction Problem
    F. Paoli On Birkho®'s Common C. Tsinakis Abstraction Problem Abstract. In his milestone textbook Lattice Theory, Garrett Birkho® challenged his readers to develop a \common abstraction" that includes Boolean algebras and lattice- ordered groups as special cases. In this paper, after reviewing the past attempts to solve the problem, we provide our own answer by selecting as common generalization of BA and LG their join BA_LG in the lattice of subvarieties of FL (the variety of FL-algebras); we argue that such a solution is optimal under several respects and we give an explicit equational basis for BA_LG relative to FL. Finally, we prove a Holland-type representation theorem for a variety of FL-algebras containing BA _ LG. Keywords: Residuated lattice, FL-algebra, Substructural logics, Boolean algebra, Lattice- ordered group, Birkho®'s problem, History of 20th C. algebra. 1. Introduction In his milestone textbook Lattice Theory [2, Problem 108], Garrett Birkho® challenged his readers by suggesting the following project: Develop a common abstraction that includes Boolean algebras (rings) and lattice ordered groups as special cases. Over the subsequent decades, several mathematicians tried their hands at Birkho®'s intriguing problem. Its very formulation, in fact, intrinsically seems to call for reiterated attempts: unlike most problems contained in the book, for which it is manifest what would count as a correct solution, this one is stated in su±ciently vague terms as to leave it open to debate whether any proposed answer is really adequate. It appears to us that Rama Rao puts things right when he remarks [28, p.
    [Show full text]
  • From Distributive -Monoids to -Groups, and Back Again
    From distributive ℓ-monoids to ℓ-groups, and back again Almudena Colacito1 Laboratoire J. A. Dieudonne,´ Universite´ Coteˆ d’Azur, France Nikolaos Galatos Department of Mathematics, University of Denver, 2390 S. York St. Denver, CO 80210, USA George Metcalfe2,∗ Mathematical Institute, University of Bern, Sidlerstrasse 5, 3012 Bern, Switzerland Simon Santschi Mathematical Institute, University of Bern, Sidlerstrasse 5, 3012 Bern, Switzerland Abstract We prove that an inverse-free equation is valid in the variety LG of lattice-ordered groups (ℓ-groups) if and only if it is valid in the variety DLM of distributive lattice- ordered monoids (distributive ℓ-monoids). This contrasts with the fact that, as proved by Repnitski˘ı, there exist inverse-free equations that are valid in all Abelian ℓ-groups but not in all commutative distributive ℓ-monoids, and, as we prove here, there exist inverse-free equations that hold in all totally ordered groups but not in all totally ordered monoids. We also prove that DLM has the finite model property and a decidable equational theory, establish a correspondence between the validity of equations in DLM and the existence of certain right orders on free monoids, and provide an effective method for reducing the validity of equations arXiv:2103.00146v1 [math.GR] 27 Feb 2021 in LG to the validity of equations in DLM. Keywords: Lattice-ordered groups, distributive lattice-ordered monoids, free ∗Corresponding author Email addresses: [email protected] (Almudena Colacito), [email protected] (Nikolaos Galatos), [email protected] (George Metcalfe), [email protected] (Simon Santschi) 1Supported by Swiss National Science Foundation (SNF) grant No.
    [Show full text]
  • Semiring Identities of the Brandt Monoid
    Semiring identities of the Brandt monoid* Mikhail Volkov Institute of Natural Sciences and Mathematics Ural Federal University [email protected] Abstract 1 The 6-element Brandt monoid B2 admits a unique addition under which it becomes an additively idempotentsemiring. We show that this addition is a 1 term operation of B2 as an inverse semigroup. As a consequence, we exhibit 1 an easy proof that the semiring identities of B2 are not finitely based. We assume the reader’s acquaintance with basic concepts of universal algebra such as an identity and a variety; see, e.g., [1, Chapter II]. 1 The 6-element Brandt monoid B2 can be represented as a semigroup of the following zero-one 2 × 2-matrices 0 0 1 0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 (1) 0 E E12 E21 E11 E22 under the usual matrix multiplication · or as a monoid with presentation 2 2 hE12,E21 | E12E21E12 = E12, E21E12E21 = E21, E12 = E21 = 0i. arXiv:2103.06077v1 [math.GR] 10 Mar 2021 Quoting from a recent paper [3], ‘This Brandt monoid is perhaps the most ubiqui- 1 tous harbinger of complex behaviour in all finite semigroups’. In particular, (B2,·) has no finite basis for its identities (Perkins [13, 14]) and is one of the four smallest semigroups with this property (Lee and Zhang [10]). 1 The monoid (B2,·) has a natural involution that swaps E12 and E21 and fixes all other elements. In terms of the matrix representation (1) this involution is nothing but the usual matrix transposition; we will, however, use the notation x 7→ x−1 for *Supported by the Ministry of Science and Higher Education of the Russian Federation (Ural Mathematical Center project No.
    [Show full text]
  • A Course in Universal Algebra
    The Millennium Edition Stanley Burris H. P. Sankappanavar A Course in Universal Algebra With 36 Illustrations c S. Burris and H.P. Sankappanavar All Rights Reserved This Edition may be copied for personal use This book is dedicated to our children Kurosh Phillip Burris Veena and Geeta and Sanjay Sankappanavar Preface to the Millennium Edition The original 1981 edition of A Course in Universal Algebra has now been LaTeXed so the authors could make the out-of-print Springer-Verlag Gradu- ate Texts in Mathematics edition available once again, with corrections. The subject of Universal Algebra has flourished mightily since 1981, and we still believe that A Course in Universal Algebra offers an excellent introduction to the subject. Special thanks go to Lis D’Alessio for the superb job of LaTeXing this edition, and to NSERC for their support which has made this work possible. v Acknowledgments First we would like to express gratitude to our colleagues who have added so much vital- ity to the subject of Universal Algebra during the past twenty years. One of the original reasons for writing this book was to make readily available the beautiful work on sheaves and discriminator varieties which we had learned from, and later developed with H. Werner. Recent work of, and with, R. McKenzie on structure and decidability theory has added to our excitement, and conviction, concerning the directions emphasized in this book. In the late stages of polishing the manuscript we received valuable suggestions from M. Valeriote, W. Taylor, and the reviewer for Springer-Verlag. For help in proof-reading we also thank A.
    [Show full text]
  • A Concise Introduction to Mathematical Logic
    Wolfgang Rautenberg A Concise Introduction to Mathematical Logic Textbook Third Edition Typeset and layout: The author Version from June 2009 corrections included Foreword by Lev Beklemishev, Moscow The field of mathematical logic—evolving around the notions of logical validity, provability, and computation—was created in the first half of the previous century by a cohort of brilliant mathematicians and philosophers such as Frege, Hilbert, Gödel, Turing, Tarski, Malcev, Gentzen, and some others. The development of this discipline is arguably among the highest achievements of science in the twentieth century: it expanded mathe- matics into a novel area of applications, subjected logical reasoning and computability to rigorous analysis, and eventually led to the creation of computers. The textbook by Professor Wolfgang Rautenberg is a well-written in- troduction to this beautiful and coherent subject. It contains classical material such as logical calculi, beginnings of model theory, and Gödel’s incompleteness theorems, as well as some topics motivated by applica- tions, such as a chapter on logic programming. The author has taken great care to make the exposition readable and concise; each section is accompanied by a good selection of exercises. A special word of praise is due for the author’s presentation of Gödel’s second incompleteness theorem, in which the author has succeeded in giving an accurate and simple proof of the derivability conditions and the provable Σ1-completeness, a technically difficult point that is usually omitted in textbooks of comparable level. This work can be recommended to all students who want to learn the foundations of mathematical logic. v Preface The third edition differs from the second mainly in that parts of the text have been elaborated upon in more detail.
    [Show full text]
  • Algebraic Structure and Computable Structure
    ALGEBRAIC STRUCTURE AND COMPUTABLE STRUCTURE A Dissertation Submitted to the Graduate School of the University of Notre Dame in Partial Fulfillment of the Requirements for the Degree of Doctor of Philosophy by Wesley Crain Calvert, B.A., M.S. Julia F. Knight, Director Graduate Program in Mathematics Notre Dame, Indiana March 2005 ALGEBRAIC STRUCTURE AND COMPUTABLE STRUCTURE Abstract by Wesley Crain Calvert The problem often arises, given some class of objects, to classify its members up to isomorphism. The goal of classification theory is to determine whether there is a satisfactory classification, and, if so, to give it. For instance, vector spaces over a fixed field are classified by the dimension. We will consider computable structures, i.e. structures with computable atomic diagram. We write Ae for the computable structure with index e. If K is a class of structures, we write I(K) = {e|Ae ∈ K} and define the isomorphism problem for K to be E(K) = {(a, b)|a, b ∈ I(K) and Aa 'Ab}. For some classes (graphs, linear orders, Abelian p-groups, etc.), it is known that 1 the isomorphism problem is m-complete Σ1. This thesis describes the addition of new items to this list, and gives the precise complexity for many simpler classes. Theorem. 1. If K is the set of computable members of either of the following, then E(K) 1 is m-complete Σ1: Wesley Crain Calvert (a) Fields of any fixed characteristic (b) Real closed ordered fields 2. If K is the set of computable members of either of the following, then E(K) 0 is m-complete Π3: (a) The class of models of a first-order strongly minimal theory which is not ℵ0-categorical but which has effective elimination of quantifiers and a computable model.
    [Show full text]
  • Mathematical Logic (Math 570) Lecture Notes
    Mathematical Logic (Math 570) Lecture Notes Lou van den Dries Fall Semester 2019 Contents 1 Preliminaries 1 1.1 Mathematical Logic: a brief overview . 1 1.2 Sets and Maps . 5 2 Basic Concepts of Logic 13 2.1 Propositional Logic . 13 2.2 Completeness for Propositional Logic . 19 2.3 Languages and Structures . 24 2.4 Variables and Terms . 28 2.5 Formulas and Sentences . 31 2.6 Models . 35 2.7 Logical Axioms and Rules; Formal Proofs . 38 3 The Completeness Theorem 43 3.1 Another Form of Completeness . 43 3.2 Proof of the Completeness Theorem . 44 3.3 Some Elementary Results of Predicate Logic . 50 3.4 Equational Classes and Universal Algebra . 54 4 Some Model Theory 59 4.1 L¨owenheim-Skolem; Vaught's Test . 59 4.2 Elementary Equivalence and Back-and-Forth . 64 4.3 Quantifier Elimination . 66 4.4 Presburger Arithmetic . 70 4.5 Skolemization and Extension by Definition . 74 5 Computability, Decidability, and Incompleteness 81 5.1 Computable Functions . 81 5.2 The Church-Turing Thesis . 90 5.3 Primitive Recursive Functions . 91 5.4 Representability . 95 5.5 Decidability and G¨odelNumbering . 99 5.6 Theorems of G¨odeland Church . 106 5.7 A more explicit incompleteness theorem . 108 i 5.8 Undecidable Theories . 111 Chapter 1 Preliminaries We start with a brief overview of mathematical logic as covered in this course. Next we review some basic notions from elementary set theory, which provides a medium for communicating mathematics in a precise and clear way. In this course we develop mathematical logic using elementary set theory as given, just as one would do with other branches of mathematics, like group theory or probability theory.
    [Show full text]
  • Tutorial on Universal Algebra
    Tutorial on Universal Algebra Peter Jipsen Chapman University August 13, 2009 Peter Jipsen (Chapman University) Tutorial on Universal Algebra BLAST August 13, 2009 1 Outline Aim: cover the main concepts of universal algebra This is a tutorial Slides give definitions and results, few proofs Learning requires doing, so participants get individual exercises They vary in difficulty Part I: basic universal algebra and lattice theory Part II: some advances of the last 3 decades Peter Jipsen (Chapman University) Tutorial on Universal Algebra BLAST August 13, 2009 2 Survey How many of the following books are freely available for downloading? 01234567 = Not sure Stan Burris and H. P. Sankapannavar, “A Course in Universal Algebra”, Springer-Verlag, 1981 David Hobby and Ralph McKenzie, “The Structure of Finite Algebras”, Contemporary Mathematics v. 76, American Mathematical Society, 1988 Ralph Freese and Ralph McKenzie, “Commutator theory for congruence modular varieties”, Cambridge University Press, 1987 Jarda Jezek, “Universal Algebra”, 2008 Peter Jipsen and Henry Rose, “Varieties of Lattices”, Lecture Notes in Mathematics 1533, Springer-Verlag, 1992 Keith Kearnes and Emil Kiss, “The shape of congruence lattices”, 2006 Peter Jipsen (Chapman University) Tutorial on Universal Algebra BLAST August 13, 2009 3 ALL of them Stan Burris and H. P. Sankapannavar, “A Course in Universal Algebra”, Springer-Verlag, 1981, online at www.math.uwaterloo.ca/∼snburris David Hobby and Ralph McKenzie, “The Structure of Finite Algebras”, Contemporary Mathematics v. 76,
    [Show full text]
  • Partially Ordered Varieties and Quasivarieties 1
    PARTIALLY ORDERED VARIETIES AND QUASIVARIETIES DON PIGOZZI Abstract. The recent development of abstract algebraic logic has led to a reconsideration of the universal algebraic theory of ordered algebras from a new perspective. The familiar equational logic of Birkhoff can be naturally viewed as one of the deductive systems that constitute the main object of study in abstract algebraic logic; technically it is a deductive system of dimension two. Large parts of universal algebra turn out to fit smoothly within the matrix semantics of this deductive system. Ordered algebras in turn can be viewed as special kinds of matrix models of other, closely related, 2-dimensional deductive systems. We consider here a more general notion of ordered algebra in which some operations may be anti-monotone in some arguments; this leads to many different ordered equational logics over the same language. These lectures will be a introduction to universal ordered algebra from this new perspective. 1. Introduction Algebraic logic, in particular abstract algebraic logic (AAL) as presented for example in the monograph [1], can be viewed as the study of logical equivalence, or more precisely as the study of properties of logical propositions upon abstraction from logical equivalence. Traditional algebraic logic concentrates on the algebraic structures that result from this process, while AAL is more concerned with the process of abstraction itself. These lectures are the outgrowth of an attempt to apply the methods of AAL to logical implication in place of logical equivalence, with special emphasis on those circumstances in which logical implication cannot be expressed in terms of logical equivalence.
    [Show full text]
  • Constraint Satisfaction Problems Over Numeric Domains∗
    Constraint Satisfaction Problems over Numeric Domains∗ Manuel Bodirsky1 and Marcello Mamino2 1 Institut für Algebra, TU Dresden, Dresden, Germany [email protected] 2 Institut für Algebra, TU Dresden, Dresden, Germany [email protected] Abstract We present a survey of complexity results for constraint satisfaction problems (CSPs) over the integers, the rationals, the reals, and the complex numbers. Examples of such problems are feasibility of linear programs, integer linear programming, the max-atoms problem, Hilbert’s tenth problem, and many more. Our particular focus is to identify those CSPs that can be solved in polynomial time, and to distinguish them from CSPs that are NP-hard. A very helpful tool for obtaining complexity classifications in this context is the concept of a polymorphism from universal algebra. 1998 ACM Subject Classification F.2.2 Nonnumerical Algorithms and Problems Keywords and phrases Constraint satisfaction problems, Numerical domains Digital Object Identifier 10.4230/DFU.Vol7.15301.79 1 Introduction Many computational problems from many different research areas in theoretical computer science can be formulated as Constraint Satisfaction Problems (CSPs) where the variables might take values from an infinite domain. There is a considerable literature about the computational complexity of particular infinite domain CSPs, but there are only few system- atic complexity results. Most of these results belong to two research directions. One is the development of the universal-algebraic approach, which has been so successful for studying the complexity of finite-domain constraint satisfaction problems. The other direction is to study constraint satisfaction problems over some of the most basic and well-known infinite domains, such as the numeric domains Z (the integers), Q (the rational numbers), R (the reals), or C (the complex numbers), and to focus on constraint relations that are first-order definable from usual addition and multiplication on those domains.
    [Show full text]
  • Algebraic Structures in Categorial Grammar
    View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by Elsevier - Publisher Connector Theoretical Computer Science ELSEVIER Theoretical Computer Science 199 (1998) 5-24 Algebraic structures in categorial grammar Wojciech Buszkowski * Faculty of Mathematics and Computer Science, Adam Mickiewicz University, 60-769 Poznali, Poland Abstract In this paper we discuss different algebraic structures which are natural algebraic frames for categorial grammars. First, absolutely free algebras of functor-argument structures and phrase structures together with power-set algebras of types are used to characterize structure languages of Basic categorial grammars and to provide algorithms for equivalence problems and related questions. Second, unification applied to the above frames is employed to develop learning procedures for basic categorial grammars. Third, residuated algebras are used to model language hierarchies of Lambek categorial grammars. The paper focuses on the author’s research in this area with references to related works in logic and linguistics. @ 1998-Elsevier Science B.V. All rights reserved Keywords: Categorial grammar; Type logics; Type algebras; Lambek calculus; Residuated semigroup 0. Introduction Categorial grammars are formal grammars based upon some fundamental ideas of mathematical logic: the theory of types and deductive systems. Expressions of a lan- guage are divided in syntactic categories denoted by logical types; usually, the hierarchy of syntactic categories is closely related to a hierarchy of semantic categories deter- mined by logical types of semantic denotations of these expressions. Instead of produc- tion rules, characteristic of generative grammars, categorial grammars employ certain deductive systems of type change. Basic categorial grammars use a system whose only inference rule is Modus Ponens (no axioms), while different kinds of categorial gram- mar of current interest are based on much richer systems with special introduction and elimination rules for logical constants.
    [Show full text]