Home

proxeto

Proxeto is a theoretical term used to denote a measure of proximity between elements of a set. In this context, proxeto is defined as a function that assigns to each pair of elements a nonnegative value indicating their closeness. A proxeto p on a set X is typically a symmetric function p: X×X → [0,1] with p(x,x)=1. In many formulations, p satisfies a transitivity-like rule: for all x,y,z in X, p(x,z) ≥ min(p(x,y), p(y,z)). This property, echoing ultrametric behavior, makes proxeto suitable for hierarchical reasoning about closeness. However, exact axioms may vary by domain.

Example: In Euclidean space with a scale parameter r>0, p(x,y) = exp(-d(x,y)/r) defines a proxeto, yielding high

Applications: Proxeto is used in clustering heuristics, similarity-based retrieval, visualization of relational data, and certain inference

Related concepts: Proxeto is closely related to proximity spaces, similarity measures, and kernel functions. The term

See also: proximity space, similarity measure, kernel.

proximity
for
nearby
points
and
smoothly
decreasing
values
as
distance
grows.
tasks
where
a
continuous
measure
of
closeness
improves
robustness
over
binary
proximity.
is
derived
from
proximity,
and
different
authors
may
adopt
modest
variations
of
its
formal
definition
depending
on
the
intended
application.