Title: Numerical software algorithms for monitoring control processes and correcting health by synthesis of hybrid fuzzy rules of decision-making on the basis of changes in energetic characteristics of biologically active points
Authors: Riad Taha Al-Kasasbeh; Nikolay Korenevskiy; Mahdi Salman Alshamasin; Dmitry Klionskiy; Florin Ionescu
Addresses: Department of Electrical Engineering, Faculty of Engineering Technology, Al-Balqa Applied University, Amman 11937, P.O. Box 541324, Jordan ' South West State University, 305040, St. 50 let Oktyabrya 94, Kursk, Russia ' Department of Mechatronics, Faculty of Engineering Technology, Al-Balqa Applied University, Amman 11134, P.O. Box 15008, Jordan ' Computer Science Department, Saint Petersburg Electrotechnical University 'LETI', Russia ' Steinbeise Transfer Institute Dynamic System, Steinbeise University Berlin, Konstance, Germany
Abstract: In contemporary medical practice, there is a growing interest in traditional oriental methods of reflexodiagnostics and reflexotherapy based upon teaching about the meridian energy balance of the body. In the present paper, new mathematical models are offered, which reflect the interaction between internal organs and biologically active points (BAPs) of meridian structures and make it possible to specify and analyse a wide range of diseases. Numerical software methods and algorithms are described for selecting BAPs and correcting health condition by acupuncture methods. The results show the best quality of decision-making is provided if the synthesis of fuzzy decision rules is carried out according to exploratory analysis intended for studying various features of data. The paper contains information about the way the prediction problem can be solved and how it is possible to deal with the need for early diagnosis of stomach diseases using the suggested software method and algorithms. Checking on testing sets with 100 persons for each class formed by highly-qualified experts showed that the diagnostic effectiveness of the solution exceeds 0.85. Such a result permits us to recommend the decision rules we have developed for practical application.
Keywords: decision making; hybrid fuzzy decision rules; meridian energy balance; reflexodiagnostics; reflexotherapy; stomach diseases; biologically active point; BAP; diagnostically important point; DIP; process control; control monitoring; mathematical modelling; internal organs; disease diagnosis.
International Journal of Modelling, Identification and Control, 2016 Vol.25 No.2, pp.119 - 137
Available online: 09 Mar 2016 *Full-text access for editors Access for subscribers Purchase this article Comment on this article