A Note on the Under-Appreciated For-Loop
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NICOLAS WU Department of Computer Science, University of Bristol (E-Mail: [email protected], [email protected])
Hinze, R., & Wu, N. (2016). Unifying Structured Recursion Schemes. Journal of Functional Programming, 26, [e1]. https://doi.org/10.1017/S0956796815000258 Peer reviewed version Link to published version (if available): 10.1017/S0956796815000258 Link to publication record in Explore Bristol Research PDF-document University of Bristol - Explore Bristol Research General rights This document is made available in accordance with publisher policies. Please cite only the published version using the reference above. Full terms of use are available: http://www.bristol.ac.uk/red/research-policy/pure/user-guides/ebr-terms/ ZU064-05-FPR URS 15 September 2015 9:20 Under consideration for publication in J. Functional Programming 1 Unifying Structured Recursion Schemes An Extended Study RALF HINZE Department of Computer Science, University of Oxford NICOLAS WU Department of Computer Science, University of Bristol (e-mail: [email protected], [email protected]) Abstract Folds and unfolds have been understood as fundamental building blocks for total programming, and have been extended to form an entire zoo of specialised structured recursion schemes. A great number of these schemes were unified by the introduction of adjoint folds, but more exotic beasts such as recursion schemes from comonads proved to be elusive. In this paper, we show how the two canonical derivations of adjunctions from (co)monads yield recursion schemes of significant computational importance: monadic catamorphisms come from the Kleisli construction, and more astonishingly, the elusive recursion schemes from comonads come from the Eilenberg-Moore construction. Thus we demonstrate that adjoint folds are more unifying than previously believed. 1 Introduction Functional programmers have long realised that the full expressive power of recursion is untamable, and so intensive research has been carried out into the identification of an entire zoo of structured recursion schemes that are well-behaved and more amenable to program comprehension and analysis (Meijer et al., 1991). -
Initial Algebra Semantics in Matching Logic
Technical Report: Initial Algebra Semantics in Matching Logic Xiaohong Chen1, Dorel Lucanu2, and Grigore Ro¸su1 1University of Illinois at Urbana-Champaign, Champaign, USA 2Alexandru Ioan Cuza University, Ia¸si,Romania xc3@illinois, [email protected], [email protected] July 24, 2020 Abstract Matching logic is a unifying foundational logic for defining formal programming language semantics, which adopts a minimalist design with few primitive constructs that are enough to express all properties within a variety of logical systems, including FOL, separation logic, (dependent) type systems, modal µ-logic, and more. In this paper, we consider initial algebra semantics and show how to capture it by matching logic specifications. Formally, given an algebraic specification E that defines a set of sorts (of data) and a set of operations whose behaviors are defined by a set of equational axioms, we define a corresponding matching logic specification, denoted INITIALALGEBRA(E), whose models are exactly the initial algebras of E. Thus, we reduce initial E-algebra semantics to the matching logic specifications INITIALALGEBRA(E), and reduce extrinsic initial E-algebra reasoning, which includes inductive reasoning, to generic, intrinsic matching logic reasoning. 1 Introduction Initial algebra semantics is a main approach to formal programming language semantics based on algebraic specifications and their initial models. It originated in the 1970s, when algebraic techniques started to be applied to specify basic data types such as lists, trees, stacks, etc. The original paper on initial algebra semantics [Goguen et al., 1977] reviewed various existing algebraic specification techniques and showed that they were all initial models, making the concept of initiality explicit for the first time in formal language semantics. -
301669474.Pdf
Centrum voor Wiskunde en Informatica Centre for Mathematics and Computer Science L.G.L.T. Meertens Paramorphisms Computer Science/ Department of Algorithmics & Architecture Report CS-R9005 February Dib'I( I, 1fle.'1 Cootrumvoor ~', ;""'" ,,., tn!o.-1 Y.,'~• Am.,t,..-(,';if'! The Centre for Mathematics and Computer Science is a research institute of the Stichting Mathematisch Centrum, which was founded on February 11, 1946, as a nonprofit institution aiming at the promotion of mathematics, com puter science, and their applications. It is sponsored by the Dutch Govern ment through the Netherlands Organization for the Advancement of Research (N.W.O.). Copyright © Stichting Mathematisch Centrum, Amsterdam Paramorphisms Lambert Meertens CWI, Amsterdam, & University of Utrecht 0 Context This paper is a small contribution in the context of an ongoing effort directed towards the design of a calculus for constructing programs. Typically, the development of a program contains many parts that are quite standard, re quiring no invention and posing no intellectual challenge of any kind. If, as is indeed the aim, this calculus is to be usable for constructing programs by completely formal manipulation, a major concern is the amount of labour currently required for such non-challenging parts. On one level this concern can be addressed by building more or less spe cialised higher-level theories that can be drawn upon in a derivation, as is usual in almost all branches of mathematics, and good progress is being made here. This leaves us still with much low-level laboriousness, like admin istrative steps with little or no algorithmic content. Until now, the efforts in reducing the overhead in low-level formal labour have concentrated on using equational reasoning together with specialised notations to avoid the introduction of dummy variables, in particular for "canned induction" in the form of promotion properties for homomorphisms- which have turned out to be ubiquitous. -
MONADS and ALGEBRAS I I
\chap10" 2009/6/1 i i page 223 i i 10 MONADSANDALGEBRAS In the foregoing chapter, the adjoint functor theorem was seen to imply that the category of algebras for an equational theory T always has a \free T -algebra" functor, left adjoint to the forgetful functor into Sets. This adjunction describes the notion of a T -algebra in a way that is independent of the specific syntactic description given by the theory T , the operations and equations of which are rather like a particular presentation of that notion. In a certain sense that we are about to make precise, it turns out that every adjunction describes, in a \syntax invariant" way, a notion of an \algebra" for an abstract \equational theory." Toward this end, we begin with yet a third characterization of adjunctions. This one has the virtue of being entirely equational. 10.1 The triangle identities Suppose we are given an adjunction, - F : C D : U: with unit and counit, η : 1C ! UF : FU ! 1D: We can take any f : FC ! D to φ(f) = U(f) ◦ ηC : C ! UD; and for any g : C ! UD we have −1 φ (g) = D ◦ F (g): FC ! D: This we know gives the isomorphism ∼ HomD(F C; D) =φ HomC(C; UD): Now put 1UD : UD ! UD in place of g : C ! UD in the foregoing. We −1 know that φ (1UD) = D, and so 1UD = φ(D) = U(D) ◦ ηUD: i i i i \chap10" 2009/6/1 i i page 224 224 MONADS AND ALGEBRAS i i And similarly, φ(1FC ) = ηC , so −1 1FC = φ (ηC ) = FC ◦ F (ηC ): Thus we have shown that the two diagrams below commute. -
On Coalgebras Over Algebras
On coalgebras over algebras Adriana Balan1 Alexander Kurz2 1University Politehnica of Bucharest, Romania 2University of Leicester, UK 10th International Workshop on Coalgebraic Methods in Computer Science A. Balan (UPB), A. Kurz (UL) On coalgebras over algebras CMCS 2010 1 / 31 Outline 1 Motivation 2 The final coalgebra of a continuous functor 3 Final coalgebra and lifting 4 Commuting pair of endofunctors and their fixed points A. Balan (UPB), A. Kurz (UL) On coalgebras over algebras CMCS 2010 2 / 31 Category with no extra structure Set: final coalgebra L is completion of initial algebra I [Barr 1993] Deficit: if H0 = 0, important cases not covered (as A × (−)n, D, Pκ+) Locally finitely presentable categories: Hom(B; L) completion of Hom(B; I ) for all finitely presentable objects B [Adamek 2003] Motivation Starting data: category C, endofunctor H : C −! C Among fixed points: final coalgebra, initial algebra Categories enriched over complete metric spaces: unique fixed point [Adamek, Reiterman 1994] Categories enriched over cpo: final coalgebra L coincides with initial algebra I [Plotkin, Smyth 1983] A. Balan (UPB), A. Kurz (UL) On coalgebras over algebras CMCS 2010 3 / 31 Locally finitely presentable categories: Hom(B; L) completion of Hom(B; I ) for all finitely presentable objects B [Adamek 2003] Motivation Starting data: category C, endofunctor H : C −! C Among fixed points: final coalgebra, initial algebra Categories enriched over complete metric spaces: unique fixed point [Adamek, Reiterman 1994] Categories enriched over cpo: final coalgebra L coincides with initial algebra I [Plotkin, Smyth 1983] Category with no extra structure Set: final coalgebra L is completion of initial algebra I [Barr 1993] Deficit: if H0 = 0, important cases not covered (as A × (−)n, D, Pκ+) A. -
Dualising Initial Algebras
Math. Struct. in Comp. Science (2003), vol. 13, pp. 349–370. c 2003 Cambridge University Press DOI: 10.1017/S0960129502003912 Printed in the United Kingdom Dualising initial algebras NEIL GHANI†,CHRISTOPHLUTH¨ ‡, FEDERICO DE MARCHI†¶ and J O H NPOWER§ †Department of Mathematics and Computer Science, University of Leicester ‡FB 3 – Mathematik und Informatik, Universitat¨ Bremen §Laboratory for Foundations of Computer Science, University of Edinburgh Received 30 August 2001; revised 18 March 2002 Whilst the relationship between initial algebras and monads is well understood, the relationship between final coalgebras and comonads is less well explored. This paper shows that the problem is more subtle than might appear at first glance: final coalgebras can form monads just as easily as comonads, and, dually, initial algebras form both monads and comonads. In developing these theories we strive to provide them with an associated notion of syntax. In the case of initial algebras and monads this corresponds to the standard notion of algebraic theories consisting of signatures and equations: models of such algebraic theories are precisely the algebras of the representing monad. We attempt to emulate this result for the coalgebraic case by first defining a notion of cosignature and coequation and then proving that the models of such coalgebraic presentations are precisely the coalgebras of the representing comonad. 1. Introduction While the theory of coalgebras for an endofunctor is well developed, less attention has been given to comonads.Wefeel this is a pity since the corresponding theory of monads on Set explains the key concepts of universal algebra such as signature, variables, terms, substitution, equations,and so on. -
Strong Functional Pearl: Harper's Regular-Expression Matcher In
Strong Functional Pearl: Harper’s Regular-Expression Matcher in Cedille AARON STUMP, University of Iowa, United States 122 CHRISTOPHER JENKINS, University of Iowa, United States of America STEPHAN SPAHN, University of Iowa, United States of America COLIN MCDONALD, University of Notre Dame, United States This paper describes an implementation of Harper’s continuation-based regular-expression matcher as a strong functional program in Cedille; i.e., Cedille statically confirms termination of the program on all inputs. The approach uses neither dependent types nor termination proofs. Instead, a particular interface dubbed a recursion universe is provided by Cedille, and the language ensures that all programs written against this interface terminate. Standard polymorphic typing is all that is needed to check the code against the interface. This answers a challenge posed by Bove, Krauss, and Sozeau. CCS Concepts: • Software and its engineering ! Functional languages; Recursion; • Theory of compu- tation ! Regular languages. Additional Key Words and Phrases: strong functional programming, regular-expression matcher, programming with continuations, recursion schemes ACM Reference Format: Aaron Stump, Christopher Jenkins, Stephan Spahn, and Colin McDonald. 2020. Strong Functional Pearl: Harper’s Regular-Expression Matcher in Cedille. Proc. ACM Program. Lang. 4, ICFP, Article 122 (August 2020), 25 pages. https://doi.org/10.1145/3409004 1 INTRODUCTION Constructive type theory requires termination of programs intended as proofs under the Curry- Howard isomorphism [Sørensen and Urzyczyn 2006]. The language of types is enriched beyond that of traditional pure functional programming (FP) to include dependent types. These allow the expression of program properties as types, and proofs of such properties as dependently typed programs. -
Recursion Patterns As Hylomorphisms
Recursion Patterns as Hylomorphisms Manuel Alcino Cunha [email protected] Techn. Report DI-PURe-03.11.01 2003, November PURe Program Understanding and Re-engineering: Calculi and Applications (Project POSI/ICHS/44304/2002) Departamento de Inform´atica da Universidade do Minho Campus de Gualtar — Braga — Portugal DI-PURe-03.11.01 Recursion Patterns as Hylomorphisms by Manuel Alcino Cunha Abstract In this paper we show how some of the recursion patterns typically used in algebraic programming can be defined using hylomorphisms. Most of these def- initions were previously known. However, unlike previous approaches that use fixpoint induction, we show how to derive the standard laws of each recursion pattern by using just the basic laws of hylomorphisms. We also define the accu- mulation recursion pattern introduced by Pardo using a hylomorphism, and use this definition to derive the strictness conditions that characterize this operator in the presence of partiality. All definitions are implemented and exemplified in Haskell. 1 Introduction The exponential growth in the use of computers in the past decades raised important questions about the correctness of software, specially in safety critical systems. Compared to other areas of engineering, software engineers are still very unfamiliar with the mathematical foundations of computation, and tend to approach programming more as (black) art and less as a science [5]. Ideally, final implementations should be calculated from their specifications, using simple laws that relate programs, in the same way we calculate with mathematical expressions in algebra. The calculational approach is particular appealing in the area of functional programming, since referential transparency ensures that expressions in func- tional programs behave as ordinary expressions in mathematics. -
Corecursive Algebras: a Study of General Structured Corecursion (Extended Abstract)
Corecursive Algebras: A Study of General Structured Corecursion (Extended Abstract) Venanzio Capretta1, Tarmo Uustalu2, and Varmo Vene3 1 Institute for Computer and Information Science, Radboud University Nijmegen 2 Institute of Cybernetics, Tallinn University of Technology 3 Department of Computer Science, University of Tartu Abstract. We study general structured corecursion, dualizing the work of Osius, Taylor, and others on general structured recursion. We call an algebra of a functor corecursive if it supports general structured corecur- sion: there is a unique map to it from any coalgebra of the same functor. The concept of antifounded algebra is a statement of the bisimulation principle. We show that it is independent from corecursiveness: Neither condition implies the other. Finally, we call an algebra focusing if its codomain can be reconstructed by iterating structural refinement. This is the strongest condition and implies all the others. 1 Introduction A line of research started by Osius and Taylor studies the categorical foundations of general structured recursion. A recursive coalgebra (RCA) is a coalgebra of a functor F with a unique coalgebra-to-algebra morphism to any F -algebra. In other words, it is an algebra guaranteeing unique solvability of any structured recursive diagram. The notion was introduced by Osius [Osi74] (it was also of interest to Eppendahl [Epp99]; we studied construction of recursive coalgebras from coalgebras known to be recursive with the help of distributive laws of functors over comonads [CUV06]). Taylor introduced the notion of wellfounded coalgebra (WFCA) and proved that, in a Set-like category, it is equivalent to RCA [Tay96a,Tay96b],[Tay99, Ch. -
A Presentation of the Initial Lift-Algebra'
JOURNAL OF PURE AND APPLIED ALGEBRA ELSBVlER Journal of pure and Applied Algebra 116 (1997) 185-198 A presentation of the initial lift-algebra’ Mamuka Jibladze Universiteit Utrecht, Vakgroep Wiskeinde, Postbus 80010, 3508 TA Utrecht, Netherlandr Received 5 February 1996; revised 23 July 1996 Abstract The object of study of the present paper may be considered as a model, in an elementary topos with a natural numbers object, of a non-classical variation of the Peano arithmetic. The new feature consists in admitting, in addition to the constant (zero) SOE N and the unary operation (the successor map) SI : N + N, arbitrary operations s,, : N” --f N of arities u ‘between 0 and 1’. That is, u is allowed to range over subsets of a singleton set. @ 1997 Elsevier Science B.V. 1991 Math. Subj. Class.: Primary 18B25, 03G30; Secondary 68Q55 In view of the Peano axioms, the set of natural numbers can be considered as a solution of the ‘equation’ X + 1 = X. Lawvere with his notion of natural numbers object (NNO) gave precise meaning to this statement: here X varies over objects of some category S, 1 is a terminal object of this category, and X + 1 (let us call it the decidable lift of X) denotes coproduct of X and 1 in S; this obviously defines an endofunctor of S. Now for any E : S + S whatsoever, one solves the ‘equation’ E(X) = X by considering E-algebras: an E-algebra structure on an object X is a morphism E(X) 4 X, and one can form the category of these by defining a morphism from E(X) ---fX to another algebra E(Y) + Y to be an X + Y making E(X) -E(Y) J 1 X-Y ’ Supported by ISF Grant MXH200, INTAS Grant # 93-2618, Fellows’ Research Fund of St John’s College and Leverhulme Fund of the Isaac Newton Institute, Cambridge, UK. -
Final Coalgebras from Corecursive Algebras
Final Coalgebras from Corecursive Algebras Paul Blain Levy School of Computer Science, University of Birmingham, UK [email protected] Abstract We give a technique to construct a final coalgebra in which each element is a set of formulas of modal logic. The technique works for both the finite and the countable powerset functors. Starting with an injectively structured, corecursive algebra, we coinductively obtain a suitable subalgebra called the “co-founded part”. We see – first with an example, and then in the general setting of modal logic on a dual adjunction – that modal theories form an injectively structured, corecursive algebra, so that this construction may be applied. We also obtain an initial algebra in a similar way. We generalize the framework beyond Set to categories equipped with a suitable factorization op system, and look at the examples of Poset and Set . 1998 ACM Subject Classification F.1.1 Models of Computation, F.1.2 Modes of Computation, F.4.1 Mathematical Logic – Modal logic Keywords and phrases coalgebra, modal logic, bisimulation, category theory, factorization sys- tem Digital Object Identifier 10.4230/LIPIcs.CALCO.2015.221 1 Introduction 1.1 The Problem Consider image-countable labelled transition systems, i.e. coalgebras for the Set functor A B : X 7→ (Pc X) . Here A is a fixed set (not necessarily countable) of labels and Pc X is the set of countable subsets of X. It is well-known [25] that, in order to distinguish all pairs of non-bisimilar states, Hennessy-Milner logic with finitary conjunction is not sufficiently expressive, and we instead require infinitary conjunction. -
Constructively Characterizing Fold and Unfold*
Constructively Characterizing Fold and Unfold? Tjark Weber1 and James Caldwell2 1 Institut fur¨ Informatik, Technische Universit¨at Munchen¨ Boltzmannstr. 3, D-85748 Garching b. Munchen,¨ Germany [email protected] 2 Department of Computer Science, University of Wyoming Laramie, Wyoming 82071-3315 [email protected] Abstract. In this paper we formally state and prove theorems charac- terizing when a function can be constructively reformulated using the recursion operators fold and unfold, i.e. given a function h, when can a function g be constructed such that h = fold g or h = unfold g? These results are refinements of the classical characterization of fold and unfold given by Gibbons, Hutton and Altenkirch in [6]. The proofs presented here have been formalized in Nuprl's constructive type theory [5] and thereby yield program transformations which map a function h (accom- panied by the evidence that h satisfies the required conditions), to a function g such that h = fold g or, as the case may be, h = unfold g. 1 Introduction Under the proofs-as-programs interpretation, constructive proofs of theorems re- lating programs yield \correct-by-construction" program transformations. In this paper we formally prove constructive theorems characterizing when a function can be formulated using the recursion operators fold and unfold, i.e. given a func- tion h, when does there exist (constructively) a function g such that h = fold g or h = unfold g? The proofs have been formalized in Nuprl's constructive type theory [1, 5] and thereby yield program transformations which map a function h { accompanied by the evidence that h satisfies the required conditions { to a function g such that h = fold g or, as the case may be, h = unfold g.