Prolog issues and experimental results of an MCMC algorithm: 14th International Conference on Applications of Prolog

Research output: Other contribution

Abstract

We present a Markov chain Monte Carlo algorithm that operates on generic model structures that are represented by terms found in the computed answers produced by stochastic logic programs. The objective of this paper is threefold (a) to show that SLD-trees are an elegant means for describing prior distributions over model structures (b) to sketch an implementation of the MCMC algorithm in Prolog, and (c) to provide insights on desirable properties for SLPs.
Original languageEnglish
PublisherSpringer-Verlag Berlin
Number of pages11
Place of PublicationBERLIN
ISBN (Print)3-540-00680-X
Publication statusPublished - 2003

Keywords

  • LOGIC PROGRAMS

Fingerprint Dive into the research topics of 'Prolog issues and experimental results of an MCMC algorithm: 14th International Conference on Applications of Prolog'. Together they form a unique fingerprint.

Cite this