Structural and parametric optimization of fuzzy control and decision making systems

YP Kondratenko, D Simon - Recent Developments and the New Direction …, 2018 - Springer
This paper analyzes various methods of structural and parametric optimization for fuzzy
control and decision-making systems. Special attention is paid to hierarchical structure …

Two modifications of the automatic rule base synthesis for fuzzy control and decision making systems

YP Kondratenko, OV Kozlov, OV Korobko - International Conference on …, 2018 - Springer
This paper presents two modifications of the method of synthesis and optimization of rule
bases (RB) of fuzzy systems (FS) for decision making and control of complex technical …

Tyre-road friction coefficient: Estimation adaptive system

AA Kashkanov, AP Rotshtein, VY Kucheruk… - Bulletin of the …, 2020 - ir.lib.vntu.edu.ua
This paper offers an upgraded method for estimating the magnitude of friction between tyres
of a motor vehicle and a road surface while investigating road accidents. The above …

A fuzzy cognitive approach to ranking of factors affecting the reliability of man–machine systems

A Rotshtein, D Katielnikov, A Kashkanov - Cybernetics and Systems …, 2019 - Springer
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 …

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

A Rotshtein, D Katelnikov, L Pustylnik, BA Polin - Risk Analysis, 2023 - Wiley Online Library
This article offers a method for analyzing the reliability of a man–machine system (MMS) and
ranking of influencing factors based on a fuzzy cognitive map (FCM). The ranking of …

Simultaneous-fault detection based on qualitative symptom descriptions for automotive engine diagnosis

CM Vong, PK Wong, KI Wong - Applied Soft Computing, 2014 - Elsevier
Practical automotive engine fault diagnosis in an automotive service center is usually
performed by analyzing the qualitative symptom descriptions provided by the vehicle owner …

A forecasting tool for predicting Australia's domestic airline passenger demand using a genetic algorithm

P Srisaeng, G Baxter, S Richardson… - Journal of Aerospace …, 2015 - SciELO Brasil
This study has proposed and empirically tested for the first time genetic algorithm
optimization models for modelling Australia's domestic airline passenger demand, as …

Synthesis and optimization of green fuzzy controllers for the reactors of the specialized pyrolysis plants

O Kozlov, G Kondratenko, Z Gomolka… - Green IT Engineering …, 2019 - Springer
This paper presents the developed by the authors generalized step-by-step method of
synthesis and optimization of green fuzzy controllers (FC) for the automatic control systems …

Inverse inference based on interpretable constrained solutions of fuzzy relational equations with extended max–min composition

H Rakytyanska - Soft Computing, 2024 - Springer
In this paper, we propose a method for solving the system of fuzzy relation equations (SFRE)
with extended max–min composition for inverse inference problems. The properties of …

Fuzzy cognitive map vs regression

AP Rotshtein, DI Katielnikov - Cybernetics and Systems Analysis, 2021 - Springer
A fuzzy cognitive map is considered as an alternative to regression analysis, ie, tools for
modeling the inputs-output dependence based on expert-experimental information. To …