MANDOLIN—a communications management expert system using a reduced form of the Dempster-Shafer uncertainty theory

  • Authors:

  • Barry L. Gingrich;Gary J. Minden

  • Affiliations:

  • Telecommunication and Information Sciences Laboratory, The University of Kansas, 2291 Irving Hill Road, Lawrence, KS;Telecommunication and Information Sciences Laboratory, The University of Kansas, 2291 Irving Hill Road, Lawrence, KS

  • Venue:
  • IEA/AIE '90 Proceedings of the 3rd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 1
  • Year:
  • 1990

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Abstract

MANDOLIN (MANagement and Diagnosis Of Large Information Networks) is an expert system structure for large communication networks. It integrates the concepts of data-driven inference, goal-driven inference, truth maintenance, Dempster-Shafer uncertainty handling, and event-driven simulation into a distributed framework. MANDOLIN is a system that is able to diagnose and control communication networks.The structure of MANDOLIN is driven by the requirements of large communication networks rather than the requirements of any specific network.