De Bruijn index
In mathematical logic, the De Bruijn index is a notation invented by the Dutch mathematician Nicolaas Govert de Bruijn for representing terms in the λ calculus with the purpose of eliminating the names of the variable from the notation. Terms written using these indices are invariant with respect to α conversion, so the check for α-equivalence is the same as that for syntactic equality. Each De Bruijn index is a natural number that represents an occurrence of a variable in a λ-term, and denotes the number of binders that are in scope between that occurrence and its corresponding binder. The following are some examples:
- The term λx. λy. x, sometimes called the K combinator, is written as λ λ 2 with De Bruijn indices. The binder for the occurrence x is the second λ in scope.
- The term λx. λy. λz. x z (y z) (the S combinator), with De Bruijn indices, is λ λ λ 3 1 (2 1).
- The term λz. (λy. y (λx. x)) (λx. z x) is λ (λ 1 (λ 1)) (λ 2 1). See the following illustration, where the binders are coloured and the references are shown with arrows.
Formally, λ-terms (M, N, …) written using De Bruijn indices have the following syntax (parentheses allowed freely):
- M, N, … ::= n | M N | λ M
where n — natural numbers greater than 0 — are the variables. A variable n is bound if it is in the scope of at least n binders (λ); otherwise it is free. The binding site for a variable n is the nth binder it is in the scope of, starting from the innermost binder.
The most primitive operation on λ-terms is substitution: replacing free variables in a term with other terms. In the β-reduction (λ M) N, for example, we must:
- find the variables n1, n2, …, nk in M that are bound by the λ in λ M,
- decrease the free variables of M to match the removal of the outer λ-binder, and
- replace n1, n2, …, nk with N, suitably increasing the free variables occurring in N each time, to match the number of λ-binders the corresponding variable occurs under when substituted.
To illustrate, consider the application
- (λ λ 4 2 (λ 1 3)) (λ 5 1)
which might correspond to the following term written in the usual notation
- (λx. λy. z x (λu. u x)) (λx. w x).
After step 1, we obtain the term λ 4 □ (λ 1 □), where the variables that are substituted for are replaced with boxes. Step 2 lowers the free variables, giving λ 3 □ (λ 1 □). Finally, in step 3 we replace the boxes with the argument; the first box is under one binder, so we replace it with λ 6 1 (which is λ 5 1 with the free variables increased by 1); the second is under two binders, so we replace it with λ 7 1. The final result is λ 3 (λ 6 1) (λ 1 (λ 7 1)).
Formally, a substitution is an unbounded list of term replacements for the free variables, written M1.M2…, where Mi is the replacement for the ith free variable. The increasing operation in step 3 is sometimes called shift and written ↑k where k is a natural number indicating the amount to increase the variables; For example, ↑0 is the identity substitution, leaving a term unchanged.
The application of a substitution s to a term M is written M[s]. The composition of two substitutions s1 and s2 is written s1 s2 and defined by
- M [s1 s2] = (M [s1]) [s2].
The rules for application are as follows:
The steps outlined for the β-reduction above are thus more concisely expressed as:
- (λ M) N →β M [N.1.2.3…].
Alternatives to De Bruijn indices
When using the standard "named" representation of λ-terms, where variables are treated as labels or strings, one has to explicitly handle α-conversion when defining any operation on the terms. The standard Variable Convention of Barendregt is one such approach where α-conversion is applied as needed to ensure that:
- bound variables are distinct from free variables, and
- all binders bind variables not already in scope.
In practice this is cumbersome, inefficient, and often error-prone. It has therefore led to the search for different representations of such terms. On the other hand, the named representation of λ-terms is more pervasive and can be more immediately understandable by others because the variables can be given descriptive names. Thus, even if a system uses De Bruijn indices internally, it will present a user interface with names.
De Bruijn indices are not the only representation of λ-terms that obviates the problem of α-conversion. Among named representations, the nominal approaches of Pitts and Gabbay is one approach, where the representation of a λ-term is treated as an equivalence class of all terms rewritable to it using variable permutations. This approach is taken by the Nominal Datatype Package of Isabelle/HOL.
Another common alternative is an appeal to higher-order representations where the λ-binder is treated as a true function. In such representations, the issues of α-equivalence, substitution, etc. are identified with the same operations in a meta-logic.
When reasoning about the meta-theoretic properties of a deductive system in a proof assistant, it is sometimes desirable to limit oneself to first-order representations and to have the ability to (re)name assumptions. The locally nameless approach uses a mixed representation of variables—De Bruijn indices for bound variables and names for free variables—that is able to benefit from the α-canonical form of De Bruijn indexed terms when appropriate.
- The De Bruijn notation for λ-terms. This notation has little to do with De Bruijn indices, but the name "De Bruijn notation" is often (erroneously) used to stand for it.
- Combinatory logic, a more essential way to eliminate variable names.
- De Bruijn, Nicolaas Govert (1972). "Lambda Calculus Notation with Nameless Dummies: A Tool for Automatic Formula Manipulation, with Application to the Church-Rosser Theorem". Indagationes Mathematicae (Elsevier) 34: 381–392. ISSN 0019-3577.
- Gabbay, Murdoch J.; Pitts, Andy M. (1999). "A New Approach to Abstract Syntax Involving Binders". "14th Annual IEEE Symposium on Logic in Computer Science". pp. 214–224. doi:10.1109/LICS.1999.782617.
- Barendregt, Henk P. (1984). The Lambda Calculus: Its Syntax and Semantics. North Holland. ISBN 0-444-87508-5.
- Pitts, Andy M. (2003). "Nominal Logic: A First Order Theory of Names and Binding". Information and Computation 186 (2): 165–193. doi:10.1016/S0890-5401(03)00138-X. ISSN 0890-5401.
- "Nominal Isabelle web-site". Retrieved 2007-03-28.
- McBride, McKinna. "I Am Not a Number; I Am a Free Variable".
- Aydemir, Chargueraud, Pierce, Pollack, Weirich. "Engineering Formal Metatheory".