10. Online Model Identification in Information-Poor Environments

  1. Arthur L. Dexter

Published Online: 13 FEB 2012

DOI: 10.1002/9781119945864.ch10

Monitoring and Control of Information-Poor Systems: An Approach Based on Fuzzy Relational Models

Monitoring and Control of Information-Poor Systems: An Approach Based on Fuzzy Relational Models

How to Cite

Dexter, A. L. (2012) Online Model Identification in Information-Poor Environments, in Monitoring and Control of Information-Poor Systems: An Approach Based on Fuzzy Relational Models, John Wiley & Sons, Ltd, Chichester, UK. doi: 10.1002/9781119945864.ch10

Author Information

  1. Department of Engineering Science, University of Oxford, UK

Publication History

  1. Published Online: 13 FEB 2012
  2. Published Print: 23 MAR 2012

ISBN Information

Print ISBN: 9780470688694

Online ISBN: 9781119945864

SEARCH

Keywords:

  • online learning;
  • online model identification;
  • information-poor environments;
  • online fuzzy identification;
  • recursive modified RSK;
  • hierarchical fuzzy systems;
  • fuzzy FRMs;
  • hierarchical FRMs

Summary

This chapter contains sections titled:

  • Online Fuzzy Identification Schemes

  • Effect of Poor-Quality and Incomplete Training Data

  • Ways of Reducing the Computational Demands

  • Summary

  • References