A deliberative and reactive diagnosis agent based on logic programming

Michael Schroeder, Iara De Almeida Mora, Luis Moniz Pereira

Research output: Contribution to journalArticlepeer-review

Abstract

In this article we formally specify and implement a diagnostic agent based on extended logic programming. Motivated by the application of decentralised diagnosis of distributed systems we develop an architecture for such agents that consists of a deliberative layer with a knowledge base, an inference machine and a reactive layer for communication and control. Throughout the layers we employ logic and logic programming to solve these tasks: the knowledge base uses extended logic programming to specify the agent's behaviour and its knowledge about the system to be diagnosed. The inference machine, which provides algorithms to compute diagnoses, as well as the reactive layer, that realises a meta interpreter for the agent behaviour, are implemented in PVM-Prolog, wich enhances standard Prolog with message passing facilities.

Original languageEnglish
Pages (from-to)293-307
Number of pages15
JournalLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume1193
Publication statusPublished - 1 Jan 2015

Keywords

  • Distributed Logic Programming
  • Model-based Diagnosis
  • Multi Agent Systems

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