Statistical Constraints
Artificial Intelligence
2014-09-09 v5 Methodology
Abstract
We introduce statistical constraints, a declarative modelling tool that links statistics and constraint programming. We discuss two statistical constraints and some associated filtering algorithms. Finally, we illustrate applications to standard problems encountered in statistics and to a novel inspection scheduling problem in which the aim is to find inspection plans with desirable statistical properties.
Cite
@article{arxiv.1402.5161,
title = {Statistical Constraints},
author = {Roberto Rossi and Steven Prestwich and S. Armagan Tarim},
journal= {arXiv preprint arXiv:1402.5161},
year = {2014}
}