On probabilistic term rewriting
Sci. Comput. Program. 185 (2020)>
Abstract
We study the termination problem for probabilistic term rewrite
systems.
We prove that the interpretation method is
sound and complete for a strengthening of positive almost sure
termination, when abstract reduction systems and term rewrite
systems are considered.
Two instances of the interpretation method—polynomial and matrix interpretations—are analyzed
and shown to capture interesting and nontrivial examples
when automated.
We capture probabilistic computation in a novel way by means of
multidistribution reduction sequences, thus accounting for both
the nondeterminism in the choice of the redex and the probabilism
intrinsic in firing each rule.
Categories
Term Rewriting, Probabilistic, Termination, Complexity Analysis, Interpretations