O-minimal theory
In mathematical logic, and more specifically in model theory, an infinite structure that is totally ordered by is called an o-minimal structure if and only if every definable subset is a finite union of intervals and points.
O-minimality can be regarded as a weak form of quantifier elimination. A structure is o-minimal if and only if every formula with one free variable and parameters in is equivalent to a quantifier-free formula involving only the ordering, also with parameters in. This is analogous to the minimal theory|minimal] structures, which are exactly the analogous property down to equality.
A theory is an o-minimal theory if every model of is o-minimal. It is known that the complete theory of an o-minimal structure is an o-minimal theory. This result is remarkable because, in contrast, the complete theory of a minimal structure need not be a strongly minimal theory, that is, there may be an elementarily equivalent structure that is not minimal.
Set-theoretic definition
O-minimal structures can be defined without recourse to model theory. Here we define a structure on a nonempty set in a set-theoretic manner, as a sequence such that- is a boolean algebra of subsets of
- if then and are in
- the set is in
- if and is the projection map on the first coordinates, then.
If has a dense linear order without endpoints on it, say, then a structure on is called o-minimal if it satisfies the extra axioms
- the set < is in
- the definable subsets of are precisely the finite unions of intervals and points.
Model theoretic definition
O-minimal structures originated in model theory and so have a simpler—but equivalent—definition using the language of model theory. Namely, if is a language including a binary relation, and is an -structure where is interpreted to satisfy the axioms of a dense linear order, then is called an o-minimal structure if for any definable set there are finitely many open intervals in and a finite set such thatExamples
Examples of o-minimal theories are:- The complete theory of dense linear orders in the language with just the ordering.
- RCF, the theory of real closed fields.
- The complete theory of the real field with restricted analytic functions added
- The complete theory of the real field with a symbol for the exponential function by Wilkie's theorem. More generally, the complete theory of the real numbers with Pfaffian functions added.
- The last two examples can be combined: given any o-minimal expansion of the real field, one can define its Pfaffian closure, which is again an o-minimal structure.
Moreover, continuously differentiable definable functions in a o-minimal structure satisfy a generalization of Łojasiewicz inequality, a property that has been used to guarantee the convergence of some non-smooth optimization methods, such as the stochastic subgradient method.