In
theoretical computer science
computer science (TCS) is a subset of general computer science and mathematics that focuses on mathematical aspects of computer science such as the theory of computation, lambda calculus, and type theory.
It is difficult to circumscribe the ...
, in particular in
term rewriting
In mathematics, computer science, and logic, rewriting covers a wide range of methods of replacing subterms of a formula with other terms. Such methods may be achieved by rewriting systems (also known as rewrite systems, rewrite engines, or red ...
, a path ordering is a
well-founded strict total order (>) on the set of all
terms such that
:''f''(...) > ''g''(''s''
1,...,''s''
''n'') if ''f''
.> ''g'' and ''f''(...) > ''s''
''i'' for ''i''=1,...,''n'',
where (
.>) is a user-given
total precedence order on the set of all
function symbols.
Intuitively, a term ''f''(...) is bigger than any term ''g''(...) built from terms ''s''
''i'' smaller than ''f''(...) using a
lower-precedence root symbol ''g''.
In particular, by
structural induction Structural induction is a proof method that is used in mathematical logic (e.g., in the proof of Łoś' theorem), computer science, graph theory, and some other mathematical fields. It is a generalization of mathematical induction over natural nu ...
, a term ''f''(...) is bigger than any term containing only symbols smaller than ''f''.
A path ordering is often used as
reduction ordering in term rewriting, in particular in the
Knuth–Bendix completion algorithm The Knuth–Bendix completion algorithm (named after Donald Knuth and Peter Bendix) is a semi-decision algorithm for transforming a set of equations (over terms) into a confluent term rewriting system. When the algorithm succeeds, it effectively ...
.
As an example, a term rewriting system for "
multiplying out" mathematical expressions could contain a rule ''x''*(''y''+''z'') → (''x''*''y'') + (''x''*''z''). In order to prove
termination, a
reduction ordering (>) must be found with respect to which the term ''x''*(''y''+''z'') is greater than the term (''x''*''y'')+(''x''*''z''). This is not trivial, since the former term contains both fewer function symbols and fewer variables than the latter. However, setting the precedence (*)
.> (+), a path ordering can be used, since both ''x''*(''y''+''z'') > ''x''*''y'' and ''x''*(''y''+''z'') > ''x''*''z'' is easy to achieve.
There may also be systems for certain
general recursive functions, for example a system for the
Ackermann function may contain the rule A(''a''
+, ''b''
+) → A(''a'', A(''a''
+, ''b'')), where ''b''
+ denotes the
successor
Successor may refer to:
* An entity that comes after another (see Succession (disambiguation))
Film and TV
* ''The Successor'' (film), a 1996 film including Laura Girling
* ''The Successor'' (TV program), a 2007 Israeli television program Musi ...
of ''b''.
Given two terms ''s'' and ''t'', with a root symbol ''f'' and ''g'', respectively, to decide their relation their root symbols are compared first.
* If ''f'' <
. ''g'', then ''s'' can dominate ''t'' only if one of ''ss subterms does.
* If ''f''
.> ''g'', then ''s'' dominates ''t'' if ''s'' dominates each of ''ts subterms.
* If ''f'' = ''g'', then the immediate
subterms of ''s'' and ''t'' need to be compared recursively. Depending on the particular method, different variations of path orderings exist.
The latter variations include:
* the multiset path ordering (mpo), originally called recursive path ordering (rpo)
* the lexicographic path ordering (lpo)
* a combination of mpo and lpo, called recursive path ordering by Dershowitz, Jouannaud (1990)
Dershowitz, Okada (1988) list more variants, and relate them to
Ackermann's system of
ordinal notations. In particular, an upper bound given on the order types of recursive path orderings with ''n'' function symbols is φ(''n'',0), using
Veblen's function for large countable ordinals.
Formal definitions
The multiset path ordering (>) can be defined as follows:
where
* (≥) denotes the
reflexive closure In mathematics, the reflexive closure of a binary relation ''R'' on a set ''X'' is the smallest reflexive relation on ''X'' that contains ''R''.
For example, if ''X'' is a set of distinct numbers and ''x R y'' means "''x'' is less than ''y''", the ...
of the mpo (>),
*
denotes the
multiset
In mathematics, a multiset (or bag, or mset) is a modification of the concept of a set that, unlike a set, allows for multiple instances for each of its elements. The number of instances given for each element is called the multiplicity of that e ...
of ''s''’s subterms, similar for ''t'', and
* (>>) denotes the multiset extension of (>), defined by
>>
if
can be obtained from
** by deleting at least one element, or
** by replacing an element by a multiset of strictly smaller (w.r.t. the mpo) elements.
More generally, an order
functional is a function ''O'' mapping an ordering to another one, and satisfying the following properties:
[Huet (1986), sect.4.3, p. 58]
* If (>) is
transitive, then so is ''O''(>).
* If (>) is
irreflexive
In mathematics, a binary relation ''R'' on a set ''X'' is reflexive if it relates every element of ''X'' to itself.
An example of a reflexive relation is the relation " is equal to" on the set of real numbers, since every real number is equal ...
, then so is ''O''(>).
* If ''s'' > ''t'', then ''f''(...,''s'',...) ''O''(>) ''f''(...,''t'',...).
* ''O'' is
continuous on relations, i.e. if ''R''
0, ''R''
1, ''R''
2, ''R''
3, ... is an infinite sequence of relations, then ''O''(∪ ''R''
''i'') = ∪ ''O''(''R''
''i'').
The multiset extension, mapping (>) above to (>>) above is one example of an order functional: (>>)=''O''(>).
Another order functional is the
lexicographic
Lexicography is the study of lexicons, and is divided into two separate academic disciplines. It is the art of compiling dictionaries.
* Practical lexicography is the art or craft of compiling, writing and editing dictionaries.
* Theoretica ...
extension, leading to the lexicographic path ordering.
References
{{reflist
Rewriting systems
Order theory