Autonomous, Model-Based Diagnosis Agents

  • Michael Schroeder

Table of contents

  1. Front Matter
    Pages i-xviii
  2. Michael Schroeder
    Pages 1-10
  3. Michael Schroeder
    Pages 11-18
  4. Michael Schroeder
    Pages 19-54
  5. Michael Schroeder
    Pages 55-81
  6. Michael Schroeder
    Pages 83-112
  7. Michael Schroeder
    Pages 113-122
  8. Michael Schroeder
    Pages 123-126
  9. Back Matter
    Pages 127-143

About this book

Introduction

Autonomous, Model-Based Diagnosis Agents defines and describes the implementation of an architecture for autonomous, model-based diagnosis agents. It does this by developing a logic programming approach for model-based diagnosis and introducing strategies to deal with more complex diagnosis problems, and then embedding the diagnosis framework into the agent architecture of vivid agents.
Autonomous, Model-Based Diagnosis Agents surveys extended logic programming and shows how this expressive language is used to model diagnosis problems stemming from applications such as digital circuits, traffic control, integrity checking of a chemical database, alarm-correlation in cellular phone networks, diagnosis of an automatic mirror furnace, and diagnosis of communication protocols. The book reviews a bottom-up algorithm to remove contradiction from extended logic programs and substantially improves it by top-down evaluation of extended logic programs. Both algorithms are evaluated in the circuit domain including some of the ISCAS85 benchmark circuits.
This comprehensive in-depth study of concepts, architectures, and implementation of autonomous, model-based diagnosis agents will be of great value for researchers, engineers, and graduate students with a background in artificial intelligence. For practitioners, it provides three main contributions: first, it provides many examples from diverse areas such as alarm correlation in phone networks to inconsistency checking in databases; second, it describes an architecture to develop agents; and third, it describes a sophisticated and declarative implementation of the concepts and architectures introduced.

Keywords

agents algorithms architectures artificial intelligence autonom communication computer-assisted surgery control database intelligence logic programming modeling programming

Authors and affiliations

  • Michael Schroeder
    • 1
  1. 1.Universität HannoverHannoverGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4615-5739-5
  • Copyright Information Kluwer Academic Publishers 1998
  • Publisher Name Springer, Boston, MA
  • eBook Packages Springer Book Archive
  • Print ISBN 978-1-4613-7629-3
  • Online ISBN 978-1-4615-5739-5
  • Series Print ISSN 0893-3405
  • About this book