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Expert judgement-based tuning of the system reliability neural network

Abstract

The neural network tuning procedure applied to reliability analyses of anthrop technical systems, based on judgements of experts - experienced operating practicians. Numerical and linguistic elicitation of the judgements, analyses of the network input and output data correlation and of the AHP method processing deviation are presented. Example of data elicitation and correlation analysis of a reliability arrangement of the seagoing ship propulsion system are included to the article.

Keywords:

neural network, reliability, elicitation, parameter, correlation

Details

Issue
Vol. 21 No. 1(81) (2014)
Section
Latest Articles
Published
04-04-2014
DOI:
https://doi.org/10.2478/pomr-2014-0005
Licencja:
Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Open Access License

This journal provides immediate open access to its content under the Creative Commons BY 4.0 license. Authors who publish with this journal retain all copyrights and agree to the terms of the CC BY 4.0 license.

 

Author Biographies

A. Brandowski,
Gdynia Maritime University, Faculty of Marine Engineering



Hoang Nguyen,
Gdynia Maritime University, Faculty of Marine Engineering



Wojciech Frąckowiak,
Gdynia Maritime University, Faculty of Marine Engineering



Authors

  • A. Brandowski

    Gdynia Maritime University, Faculty of Marine Engineering
  • Hoang Nguyen

    Gdynia Maritime University, Faculty of Marine Engineering
  • Wojciech Frąckowiak

    Gdynia Maritime University, Faculty of Marine Engineering

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