A Fuzzy Cognitive Approach to Ranking of Factors Affecting the Reliability of Man-Machine Systems

被引：4
作者：
Rotshtein, A. [1 ,2 ]
Katielnikov, D. [3 ]
Kashkanov, A. [3 ]
机构：
[1] Jerusalem Coll Technol, Machon Lev, Israel
[2] Vasyl Stus Donetsk Natl Univ, Vinnytsia, Ukraine
[3] Vinnytsia Natl Tech Univ, Vinnytsia, Ukraine
来源：
CYBERNETICS AND SYSTEMS ANALYSIS | 2019年 / 55卷 / 06期
关键词：
fuzzy cognitive map; multi-factor analysis; reliability; importance factor of concepts; system "driver-car-road;
D O I：
10.1007/s10559-019-00206-8
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
We consider the approach to modeling of man-machine systems reliability using expert information and fuzzy cognitive maps. The novelty of this approach is that interrelations of factors affecting system's reliability are taken into account. The paper includes the basic correlations of fuzzy cognitive maps and proposes the algorithm that allows evaluating the importance index of concepts related to the factors that affect the reliability. To demonstrate the proposed approach, we use the system "driver-car-road."
引用
收藏
页码：958 / 966
页数：9
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