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Reliability analysis of man-machine systems using fuzzy cognitive mapping with genetic tuning.

Alexander Rotshtein1,2, Denis Katelnikov3, Ludmila Pustylnik4

  • 1Department of Industrial Engineering, Jerusalem College of Technology, Jerusalem, Israel.

Risk Analysis : an Official Publication of the Society for Risk Analysis
|June 11, 2022
PubMed
Summary

This study introduces a novel method for assessing man-machine system (MMS) reliability using fuzzy cognitive maps (FCMs). By adjusting FCMs with genetic algorithms, it significantly improves reliability predictions in complex systems.

Keywords:
Birnbaum importance indexfuzzy cognitive mapinfluencing factorsman-machine systemranking of factorsreliabilitytuning

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