lambda calculus
lambda calculus (λ-calculus) A formalism for representing functions and ways of combining functions, invented around 1930 by the logician Alonzo Church. The following are examples of λ-expressions:
λ
x.
x denotes the
identity function, which simply returns its argument;
λ
x.
c denotes the
constant function, which always returns the constant
c regardless of its argument;
λ
x.
f(
f(
x)) denotes the composition of the function
f with itself, i.e. the function that, for any argument
x, returns
f(
f(
x)).
Much of the power of the notation derives from the ability to represent higher-order functions. For example, λ
f.λ
x.
f(
f(
x))
denotes the (higher-order) function that, when applied to a function
f, returns the function obtained by composing
f with itself.
As well as a notation, the λ-calculus comprises rules for
reducing λ-expressions to equivalent ones. The most important is the rule of β-
reduction, by which an expression of the form (λ
x.e1)(
e2)
reduces to
e1 with all
free occurrences of
x replaced by
e2. For example, (λ
x.f(λ
x.x,x))(
a)
reduces to
f(λ
x.x,a)
As a second example, involving a functional variable, the expression (λ
f.f(
a))(λ
x.g)(
x,b))
reduces to (λ
x.g(
x,b))(
a)
and hence to
g(
a,b)
In theoretical terms, the formalism of λ-calculus can be shown to be equivalent in expressive power to that of
Turing machines. It has a special role in the study of programming languages: one can point to its influence on the design of functional languages such as J. McCarthy's LISP; to P. Landin's reduction of Algol 60 to λ-calculus, and to D. Scott's construction of a set-theory meaning for the full unrestricted λ-calculus – a construction that ushered in the theory of
domains in the
denotational semantics of programming languages.
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