11th International Conference on Theory and Application of Soft Computing, Computing with Words and Perceptions and Artificial Intelligence - ICSCCW-2021

803 Pages·2022·50.85 MB·English

by  Rafik A. Aliev (editor), Janusz Kacprzyk (editor), Witold Pedrycz (editor), Mo Jamshidi (editor), Mustafa Babanli (editor), Fahreddin M. Sadikoglu (editor)

Lecture Notes in Networks and Systems 362
Rafik A. Aliev · Janusz Kacprzyk ·
Witold Pedrycz · Mo Jamshidi ·
Mustafa Babanli ·
Fahreddin M. Sadikoglu   Editors
11th International
Conference on Theory
and Application
of Soft Computing,
Computing with Words
and Perceptions and
Artificial Intelligence -
ICSCCW-2021
Lecture Notes in Networks and Systems
Volume 362
Series Editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,
Warsaw, Poland
Advisory Editors
Fernando Gomide, Department of Computer Engineering and Automation—DCA,
SchoolofElectricalandComputerEngineering—FEEC,UniversityofCampinas—
UNICAMP, São Paulo, Brazil
Okyay Kaynak, Department of Electrical and Electronic Engineering,
Bogazici University, Istanbul, Turkey
Derong Liu, Department of Electrical and Computer Engineering, University
of Illinois at Chicago, Chicago, USA; Institute of Automation, Chinese Academy
of Sciences, Beijing, China
Witold Pedrycz, Department of Electrical and Computer Engineering,
University of Alberta, Alberta, Canada; Systems Research Institute,
Polish Academy of Sciences, Warsaw, Poland
Marios M. Polycarpou, Department of Electrical and Computer Engineering,
KIOSResearchCenterforIntelligentSystemsandNetworks,UniversityofCyprus,
Nicosia, Cyprus
Imre J. Rudas, Óbuda University, Budapest, Hungary
Jun Wang, Department of Computer Science, City University of Hong Kong,
Kowloon, Hong Kong
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fi
Ra k A. Aliev Janusz Kacprzyk
(cid:129) (cid:129)
Witold Pedrycz Mo Jamshidi
(cid:129) (cid:129)
Mustafa Babanli Fahreddin M. Sadikoglu
(cid:129)
Editors
11th International Conference
on Theory and Application
of Soft Computing,
Computing with Words
fi
and Perceptions and Arti cial
Intelligence - ICSCCW-2021
123
Editors
Rafik A.Aliev JanuszKacprzyk
Department ofControl Systems System Research Institute
AzerbaijanStateOilandIndustryUniversity Polish Academy ofSciences
Baku,Azerbaijan Warsaw,Poland
Witold Pedrycz Mo Jamshidi
Department ofElectrical andComputer Department ofElectrical andComputer
Engineering Engineering
University of Alberta University of Texas atSan Antonio
Edmonton, AB,Canada SanAntonio, TX,USA
Mustafa Babanli Fahreddin M.Sadikoglu
AzerbaijanStateOilandIndustryUniversity Department ofMechatronics
Baku,Azerbaijan Near EastUniversity
NorthCyprus, Turkey
ISSN 2367-3370 ISSN 2367-3389 (electronic)
Lecture Notesin Networks andSystems
ISBN978-3-030-92126-2 ISBN978-3-030-92127-9 (eBook)
https://doi.org/10.1007/978-3-030-92127-9
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Preface
The 11th International Conference on Theory and Applications Soft Computing,
Computing with Words and Perceptions and Artificial Intelligence
(ICSCCW-2021) is the premier international conference organized by Azerbaijan
Association of “Zadeh’s Legacy and Artificial Intelligence” (Azerbaijan),
Azerbaijan State Oil and Industry University (Azerbaijan), University of Siegen
(Siegen,Germany),BISC-BerkeleyInitiativeinSoftComputing(USA),University
ofTexas(SanAntonio(USA),GeorgiaStateUniversity(Atlanta,USA),University
of Alberta (Canada), University of Toronto (Toronto, Canada), System Research
Institute of Polish Academy of Sciences, Near East University (North Cyprus).
This volume presents the proceedings of the 11th International Conference on
TheoryandApplicationsSoftComputing,ComputingwithWordsandPerceptions
andArtificialIntelligence,ICSCCW-2021heldinAntalya,Turkey,onAugust23–
24, 2021. It includes contributions from diverse areas of soft computing and
computing with words such as uncertain computation, decision making under
imperfect information, neuro-fuzzy approaches, deep learning, natural language
processing, and others. The topics of the papers include theory and application of
soft computing, information granulation, computing with words, computing with
perceptions, image processing with soft computing, probabilistic reasoning, intel-
ligent control, machine learning, fuzzy logic in data analytics and data mining,
evolutionary computing, chaotic systems, soft computing in business, economics,
earth sciences, engineering, material sciences, biomedical engineering and health
care.
The volume covers new ideas from theories of soft computing and computing
with words and their applications in economics, business, industry, education,
medicine, earth sciences, and other fields. This volume will be a useful guide for
academics, practitioners, and graduates in fields of soft computing and computing
v
vi Preface
with words. It will allow for increasing of interest in development and applying
of these paradigms in various real-life fields.
August 2021 Rafik Aliev
Chairman of ICSCCW-2021
Organization
Chairman
R. A. Aliev, Azerbaijan
Co-Chairmen and Guest Editors
J. Kacprzyk, Poland
W. Pedrycz, Canada
M. Jamshidi, USA
M. B. Babanli, Azerbaijan
F. S. Sadikoglu, North Cyprus
International Program Committee
A. Averkin, Russia I. Batyrshin, Mexico
A. Musayev, Azerbaijan I. G. Akperov, Russia
A. Piegat, Poland I. Perfilieva, Czech Republic
B. Fazlollahi, USA K. Atanassov, Bulgary
B. Kang, China K. Bonfig, Germany
B. Turksen, Canada, Turkey K. Takahashi, Japan
C. Kahraman, Turkey M. Gupta, Canada
D. Dubois, France M. Nikravesh, USA
D. Enke, USA N. Yusupbekov, Uzbekistan
D. Kumar Jana, India O. Huseynov, Azerbaijan
E. Babaei, Iran O. Kaynak, Turkey
F. Aminzadeh, USA R. R. Aliev, North Cyprus
G. Imanov, Azerbaijan R. Abiyev, North Cyprus
H. Berenji, USA R. O. Kabaoglu, Turkey
H. Hamdan, France, UK R. Yager, USA
H. Prade, France S. Ulyanov, Russia
H. Roth, Germany T. Allahviranloo, Turkey
vii
viii Organization
T. Fukuda, Japan V. Niskanen, Finland
T. Takagi, Japan V. Nourani, Iran
V. Kreinovich, USA V. Novak, Czech Republic
V. Loia, Italy
Organizing Committee
Chairman
U. Eberhardt, Germany
Co-Chairmen
T. Abdullayev, Azerbaijan
L. Gardashova, Azerbaijan
Members
N. E. Adilova, Azerbaijan
A. Alizadeh, Azerbaijan
B. Guirimov, Azerbaijan
A. Guliyev, Azerbaijan
M. M. M. Elamin, North Cyprus
M. A. Salahli, Turkey
Conference Organizing Secretariat
Azadlig Ave. 20, AZ 1010 Baku, Azerbaijan
Phone: [phone], Fax: [phone]
E-mail: [email protected], [email protected],
[email protected]
Contents
Multistage Decision Making in Bimodal Information Environment . . . . 1
R. A. Aliev
Interactive Solution of Difficult Choice and Decision Making
Problems: Effective and Efficient but not Always Easy . . . . . . . . . . . . . 2
Janusz Kacprzyk
About Valery Borisovich TARASOV (16.02.1955–22.07.2021) . . . . . . . . 3
R. A. Aliev and Alexey Averkin
Designing and Evaluating Interpretable Rule-Based Architecture
Under Privacy Constraints: A Framework of Granular Computing . . . 6
Witold Pedrycz
Fuzzy Classification-Based Alloy Selection from a Large Dataset. . . . . . 7
M. B. Babanli
Consistent Z-preferences Formulation in Decision Analysis . . . . . . . . . . 14
Rafig R. Aliyev
New High Step-Up DC-DC Converter in PV System: Performance
and Analysis. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19
Senol Bektas, Farzad Mohammadzadeh Shahir, and Ebrahim Babaei
Investigation of the Quality of Fuzzy IF-THEN Model
for a Control System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 28
Nigar E. Adilova
Circular Intuitionistic Fuzzy Sets in Multi Criteria Decision Making. . . 34
Esra Çakır, Mehmet Ali Taş, and Ziya Ulukan
Z+ - Number Based Alternatives Selection in Investment Problem. . . . . 43
Shamil A. Ahmadov
ix