Fuzzy Cognitive Maps in Reliability Modeling
Автор
Rotshtein, Alexander
Pustylnik, Ludmila
Katielnikov, Denys
Дата
2021-02Metadata
Показати повну інформаціюCollections
- Наукові роботи каф. ПЗ [1228]
Анотації
The fuzzy cognitive map is considered as a tool for the ranking of factors affecting
reliability. The rank of a factor is defined as an equivalent of the Birnbaum importance
index in the classical reliability theory. Models and algorithms are proposed for
calculation of the importance indexes of single factors and their joint effects on the
reliability. The method is exemplified by the reliability and safety of an automobile
in the “driver-automobile-road” system subject to the driver’s qualification, traffic
situation, unit costs of operation, operating conditions, maintenance scheduling,
quality of maintenance and repair, quality of automobile design, quality of operational
materials and spare parts, as well as storage conditions. The advantages of the
method include 1) use of available expert information with no collection and
processing statistical data and 2) capability to take into account any quantitative
and qualitative factors associated with people, technology, software, quality of
service, operating conditions, etc.
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http://ir.lib.vntu.edu.ua//handle/123456789/32111