Expert judgement-based tuning of the system reliability neural network

A. Brandowski; Hoang Nguyen; Wojciech Frąckowiak

doi:10.2478/pomr-2014-0005

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Expert judgement-based tuning of the system reliability neural network

Polish Maritime Research

Volume 21 (2014): Issue 1 (January 2014)

By: A. Brandowski, Hoang Nguyen and Wojciech Frąckowiak

Open Access

|Apr 2014

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.

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Articles in this issue

DOI: https://doi.org/10.2478/pomr-2014-0005 | Journal eISSN: 2083-7429 | Journal ISSN: 1233-2585

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Language: English

Page range: 28 - 34

Published on: Apr 4, 2014

Published by: Gdansk University of Technology

In partnership with: Paradigm Publishing Services

Publication frequency: 4 issues per year

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© 2014 A. Brandowski, Hoang Nguyen, Wojciech Frąckowiak, published by Gdansk University of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Volume 21 (2014): Issue 1 (January 2014)