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recursive function
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(Definition)
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Intuitively, a recursive function is a positive integer valued function of one or more positive integer arguments which may be computed by a definite algorithm.
Recursive functions may be defined more rigorously as the smallest class of partial functions from $\mathbb{Z}_+^n \to \mathbb{Z}_+$ satisfying the following six criteria:
- The constant function $c: \mathbb{Z}_+ \to \mathbb{Z}_+$ defined by $c(x) = 1$ for all $x \in \mathbb{Z}_+$ is a recursive function.
- The addition function $+: \mathbb{Z}_+^2 \to \mathbb{Z}_+$ and the multiplication function $\times: \mathbb{Z}_+^2 \to \mathbb{Z}_+$ are recursive function.
- The projection functions $I^n_m \colon \mathbb{Z}_+^n \to \mathbb{Z}_+$ with $1 \le m \le n$ defined as $I^n_m (x_1, \ldots, x_n) = x_m$ are recursive functions.
- (Closure under composition) If $f \colon \mathbb{Z}_+^n \to \mathbb{Z}_+$ is a recursive function and $g_i \colon \mathbb{Z}_+^m \to \mathbb{Z}_+$ with $i = 1, \ldots n$ are recursive functions, then $h \colon \mathbb{Z}_+^n \to \mathbb{Z}_+$ , defined by $h(x_1, \ldots, x_n) = f(g_1(x_1, \ldots, x_m), \ldots, g_n(x_1, \ldots, x_m))$ is a recursive function.
- (Closure under primitive recursion) If $f \colon \mathbb{Z}_+^n \to \mathbb{Z}_+$ and $g \colon \mathbb{Z}_+^{n+2} \to \mathbb{Z}_+$ are recursive function, then $h \colon \mathbb{Z}_+^{n+1} \to \mathbb{Z}_+$ , defined by the recursion $$h(n+1,x_1,\ldots,x_{k}) = g(h(n,x_1,\ldots,x_k),n,x_1,\ldots, x_k)$$ with the initial condition $$h(0,x_1,\ldots,x_k) = f(x_1,\ldots,x_k)$$ is a recursive function.
- (Closure under minimization) If $f \colon \mathbb{Z}_+^{n+1} \to \mathbb{Z}_+$ is a recursive function then $g \colon \mathbb{Z}_+^n \to \mathbb{Z}_+$ is a recursive function, where
- $g(x_1, \ldots, x_n)$ is defined to be $y$ , if there exists a $y \in \mathbb{Z}_+$ such that
- $f(0, x_1, \ldots, x_n), f(1, x_1, \ldots, x_n), \ldots, f(y, x_1, \ldots, x_n)$ are all defined,
- $f(z, x_1, \ldots, x_n) \ne 0$ when $1 \le z <y$ , and
- $f(y, x_1, \ldots, x_n) = 0$ .
- $g(x_1, \ldots, x_n)$ is undefined otherwise.
The operation whereby $h$ was constructed from $f$ and $g$ in criterion 5 is known as primitive recursion. The operation described in criterion 6 is known as minimization. That is to say, for any given function $f\colon \mathbb{Z}_+^{n+1} \to \mathbb{Z}_+$ , the partial function $g \colon \mathbb{Z}_+^n \to \mathbb{Z}_+$ constructed as in criterion 6 is known as the minimization of $f$ and is denoted by $g = \mu f$ .
The smallest set of functions satisfying criteria 1-5, but not criterion 6, is known as the set of primitive recursive functions. Therefore, the set $\mathcal{R}$ of all recursive function is the closure of the set $\mathcal{PR}$ of primitive recursive function with respect to minimization. It can be shown that $\mathcal{R}$ is exactly the set of Turing-computable functions. In terms of programming languages, a function is recursive iff it can be computed by a program involving the DO WHILE loops (minimization).
With some work, it can be shown that the class of recursive functions can be characterized by considerably weaker sets of criteria than those given above. See the entry ``alternative characterizations of recursive functions'' for several such characterizations.
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"recursive function" is owned by rspuzio. [ full author list (4) ]
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Cross-references: characterizations, loops, iff, recursive, languages, terms, Turing-computable, primitive recursive functions, operation, initial condition, composition, closure, projection, constant function, partial functions, class, algorithm, arguments, function, integer, positive
There are 31 references to this entry.
This is version 24 of recursive function, born on 2004-09-04, modified 2009-11-14.
Object id is 6135, canonical name is RecursiveFunction.
Accessed 11240 times total.
Classification:
| AMS MSC: | 03D20 (Mathematical logic and foundations :: Computability and recursion theory :: Recursive functions and relations, subrecursive hierarchies) |
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Pending Errata and Addenda
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