Calculus of constructions

From HandWiki
Short description: Type theory created by Thierry Coquand

In mathematical logic and computer science, the calculus of constructions (CoC) is a type theory created by Thierry Coquand. It can serve as both a typed programming language and as constructive foundation for mathematics. For this second reason, the CoC and its variants have been the basis for Coq and other proof assistants.

Some of its variants include the calculus of inductive constructions[1] (which adds inductive types), the calculus of (co)inductive constructions (which adds coinduction), and the predicative calculus of inductive constructions (which removes some impredicativity).

General traits

The CoC is a higher-order typed lambda calculus, initially developed by Thierry Coquand. It is well known for being at the top of Barendregt's lambda cube. It is possible within CoC to define functions from terms to terms, as well as terms to types, types to types, and types to terms.

The CoC is strongly normalizing, and hence consistent.[2]

Usage

The CoC has been developed alongside the Coq proof assistant. As features were added (or possible liabilities removed) to the theory, they became available in Coq.

Variants of the CoC are used in other proof assistants, such as Matita and Lean.

The basics of the calculus of constructions

The calculus of constructions can be considered an extension of the Curry–Howard isomorphism. The Curry–Howard isomorphism associates a term in the simply typed lambda calculus with each natural-deduction proof in intuitionistic propositional logic. The calculus of constructions extends this isomorphism to proofs in the full intuitionistic predicate calculus, which includes proofs of quantified statements (which we will also call "propositions").

Terms

A term in the calculus of constructions is constructed using the following rules:

  • [math]\displaystyle{ \mathbf{T} }[/math] is a term (also called type);
  • [math]\displaystyle{ \mathbf{P} }[/math] is a term (also called prop, the type of all propositions);
  • Variables ([math]\displaystyle{ x, y, \ldots }[/math]) are terms;
  • If [math]\displaystyle{ A }[/math] and [math]\displaystyle{ B }[/math] are terms, then so is [math]\displaystyle{ (A B) }[/math];
  • If [math]\displaystyle{ A }[/math] and [math]\displaystyle{ B }[/math] are terms and [math]\displaystyle{ x }[/math] is a variable, then the following are also terms:
    • [math]\displaystyle{ (\lambda x:A. B) }[/math],
    • [math]\displaystyle{ (\forall x:A. B) }[/math].

In other words, the term syntax, in Backus–Naur form, is then:

[math]\displaystyle{ e ::= \mathbf{T} \mid \mathbf{P} \mid x \mid e \, e \mid \lambda x\mathbin{:}e.e\mid \forall x\mathbin{:}e.e }[/math]

The calculus of constructions has five kinds of objects:

  1. proofs, which are terms whose types are propositions;
  2. propositions, which are also known as small types;
  3. predicates, which are functions that return propositions;
  4. large types, which are the types of predicates ([math]\displaystyle{ \mathbf{P} }[/math] is an example of a large type);
  5. [math]\displaystyle{ \mathbf{T} }[/math] itself, which is the type of large types.

Judgments

The calculus of constructions allows proving typing judgments:

[math]\displaystyle{ x_1:A_1, x_2:A_2, \ldots \vdash t:B }[/math],

which can be read as the implication

If variables [math]\displaystyle{ x_1, x_2, \ldots }[/math] have, respectively, types [math]\displaystyle{ A_1, A_2, \ldots }[/math], then term [math]\displaystyle{ t }[/math] has type [math]\displaystyle{ B }[/math].

The valid judgments for the calculus of constructions are derivable from a set of inference rules. In the following, we use [math]\displaystyle{ \Gamma }[/math] to mean a sequence of type assignments [math]\displaystyle{ x_1:A_1, x_2:A_2, \ldots }[/math]; [math]\displaystyle{ A, B, C, D }[/math] to mean terms; and [math]\displaystyle{ K, L }[/math] to mean either [math]\displaystyle{ \mathbf{P} }[/math] or [math]\displaystyle{ \mathbf{T} }[/math]. We shall write [math]\displaystyle{ B[x:=N] }[/math] to mean the result of substituting the term [math]\displaystyle{ N }[/math] for the free variable [math]\displaystyle{ x }[/math] in the term [math]\displaystyle{ B }[/math].

An inference rule is written in the form

[math]\displaystyle{ \frac{\Gamma \vdash A:B}{\Gamma' \vdash C:D} }[/math],

which means

if [math]\displaystyle{ \Gamma \vdash A:B }[/math] is a valid judgment, then so is [math]\displaystyle{ \Gamma' \vdash C:D }[/math].

Inference rules for the calculus of constructions

1. [math]\displaystyle{ {{} \over \Gamma \vdash \mathbf{P} : \mathbf{T}} }[/math]

2. [math]\displaystyle{ {{} \over {\Gamma, x:A, \Gamma' \vdash x : A}} }[/math]

3. [math]\displaystyle{ {\Gamma \vdash A : K \qquad\qquad \Gamma, x:A \vdash B : L \over {\Gamma \vdash (\forall x:A . B) : L}} }[/math]

4. [math]\displaystyle{ {\Gamma \vdash A : K \qquad\qquad \Gamma, x:A \vdash N : B \over {\Gamma \vdash (\lambda x:A . N) : (\forall x:A . B)}} }[/math]

5. [math]\displaystyle{ {\Gamma \vdash M : (\forall x:A . B) \qquad\qquad \Gamma \vdash N : A \over {\Gamma \vdash M N : B[x := N]}} }[/math]

6. [math]\displaystyle{ {\Gamma \vdash M : A \qquad \qquad A =_\beta B \qquad \qquad \Gamma \vdash B : K \over {\Gamma \vdash M : B}} }[/math]

Defining logical operators

The calculus of constructions has very few basic operators: the only logical operator for forming propositions is [math]\displaystyle{ \forall }[/math]. However, this one operator is sufficient to define all the other logical operators:

[math]\displaystyle{ \begin{array}{ccll} A \Rightarrow B & \equiv & \forall x:A . B & (x \notin B) \\ A \wedge B & \equiv & \forall C:\mathbf{P} . (A \Rightarrow B \Rightarrow C) \Rightarrow C & \\ A \vee B & \equiv & \forall C:\mathbf{P} . (A \Rightarrow C) \Rightarrow (B \Rightarrow C) \Rightarrow C & \\ \neg A & \equiv & \forall C:\mathbf{P} . (A \Rightarrow C) & \\ \exists x:A.B & \equiv & \forall C:\mathbf{P} . (\forall x:A.(B \Rightarrow C)) \Rightarrow C & \end{array} }[/math]

Defining data types

The basic data types used in computer science can be defined within the calculus of constructions:

Booleans
[math]\displaystyle{ \forall A: \mathbf{P} . A \Rightarrow A \Rightarrow A }[/math]
Naturals
[math]\displaystyle{ \forall A: \mathbf{P} . (A \Rightarrow A) \Rightarrow A \Rightarrow A }[/math]
Product [math]\displaystyle{ A \times B }[/math]
[math]\displaystyle{ A \wedge B }[/math]
Disjoint union [math]\displaystyle{ A + B }[/math]
[math]\displaystyle{ A \vee B }[/math]

Note that Booleans and Naturals are defined in the same way as in Church encoding. However, additional problems arise from propositional extensionality and proof irrelevance.[3]

See also

References

  1. ↑ Calculus of Inductive Constructions, and basic standard libraries : Datatypes and Logic.
  2. ↑ Coquand, Thierry; Gallier, Jean H. (July 1990). "A Proof of Strong Normalization for the Theory of Constructions Using a Kripke-Like Interpretation". Technical Reports (Cis): 14. https://repository.upenn.edu/cis_reports/568/. 
  3. ↑ "Standard Library | The Coq Proof Assistant". https://coq.inria.fr/stdlib/Coq.Logic.ClassicalFacts.html. 

Sources



Retrieved from "https://handwiki.org/wiki/index.php?title=Calculus_of_constructions&oldid=3360291"