Table Of ContentAdvances in Intelligent Systems and Computing 451
Ajith Abraham
Sergey Kovalev
Valery Tarassov
Václav Snášel Editors
Proceedings of the
First International
Scientific Conference
“Intelligent Information
Technologies for
Industry” (IITI’16)
Volume 2
Advances in Intelligent Systems and Computing
Volume 451
Series editor
Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland
e-mail: [email protected]
About this Series
Theseries“AdvancesinIntelligentSystemsandComputing”containspublicationsontheory,
applications,anddesignmethodsofIntelligentSystemsandIntelligentComputing.Virtually
alldisciplinessuchasengineering,naturalsciences,computerandinformationscience,ICT,
economics,business,e-commerce,environment,healthcare,lifesciencearecovered.Thelist
oftopicsspansalltheareasofmodernintelligentsystemsandcomputing.
Thepublicationswithin“AdvancesinIntelligentSystemsandComputing”areprimarily
textbooksandproceedingsofimportantconferences, symposiaandcongresses.Theycover
significantrecentdevelopmentsinthefield,bothofafoundationalandapplicablecharacter.
Animportantcharacteristicfeatureoftheseriesistheshortpublicationtimeandworld-wide
distribution. Thispermitsarapid andbroaddissemination ofresearch results.
Advisory Board
Chairman
Nikhil R. Pal,Indian Statistical Institute,Kolkata, India
e-mail: [email protected]
Members
Rafael Bello,Universidad Central “Marta Abreu”deLasVillas, SantaClara, Cuba
e-mail: [email protected]
Emilio S.Corchado, University of Salamanca, Salamanca, Spain
e-mail: [email protected]
HaniHagras, University of Essex, Colchester, UK
e-mail: [email protected]
LászlóT. Kóczy, SzéchenyiIstván University, Győr,Hungary
e-mail: [email protected]
VladikKreinovich, University of Texasat ElPaso, ElPaso, USA
e-mail: [email protected]
Chin-Teng Lin, National ChiaoTung University,Hsinchu, Taiwan
e-mail: [email protected]
Jie Lu,University of Technology,Sydney,Australia
e-mail: [email protected]
Patricia Melin,Tijuana Institute of Technology,Tijuana, Mexico
e-mail: [email protected]
Nadia Nedjah,State University of RiodeJaneiro,RiodeJaneiro, Brazil
e-mail: [email protected]
Ngoc ThanhNguyen, Wroclaw University of Technology,Wroclaw,Poland
e-mail: [email protected]
Jun Wang, TheChineseUniversity of HongKong,Shatin, HongKong
e-mail: [email protected]
More information about this series at http://www.springer.com/series/11156
Ajith Abraham Sergey Kovalev
(cid:129)
á áš
Valery Tarassov V clav Sn el
(cid:129)
Editors
Proceedings of the First
fi
International Scienti c
“
Conference Intelligent
Information Technologies
” ’
for Industry (IITI 16)
Volume 2
123
Editors
Ajith Abraham Valery Tarassov
ScientificNetwork forInnovation BaumanMoscowStateTechnicalUniversity
andResearchExcellence Moscow
MachineIntelligence Research Labs Russia
Auburn,WA
USA Václav Snášel
VŠB-Technical University of Ostrava
Sergey Kovalev Ostrava
RostovState Transport University Czech Republic
Rostov-on-Don
Russia
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-3-319-33815-6 ISBN978-3-319-33816-3 (eBook)
DOI 10.1007/978-3-319-33816-3
LibraryofCongressControlNumber:2016937346
©SpringerInternationalPublishingSwitzerland2016
Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart
of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations,
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Preface
This volume of Advances in Intelligent Systems and Computing contains papers
presented in the main track of IITI 2016, the First International Conference on
Intelligent Information Technologies for Industry held in May 16–21 in Sochi,
Russia. Sochi is a beautiful city in the south of Russia, a well-known resort center
on the Black Sea and the capital of XXII Olympic Winter Games—2014. The
conferencewasjointlyco-organizedbyRostovStateTransportUniversity(Russia)
and VŠB-Technical University of Ostrava (Czech Republic) with the participation
of Russian Association for Artificial Intelligence (RAAI) and Russian Association
for Fuzzy Systems and Soft Computing (RAFSSC). These two Associations rep-
resent important Russian scientific communities incorporated into international
activities:RAAI isamember society oftheEuropeanCoordinatingCommitteefor
ArtificialIntelligence(ECCAI)andRAFSSCisthememberofInternationalFuzzy
Systems Association (IFSA).
The First IITI Conference is not, of course, the first international conference on
intelligent technologies and fuzzy systems in Russia. Among the most important
international events (in English) organized by RAAI and RAFSSC in twenty-first
century we may cite the Joint Conference on Knowledge-Based Software
Engineering (KBSE), International Conference on Fuzzy Sets and Soft Computing
in Economics and Finance (FSSCEF), Rough Sets, Fuzzy Sets, Data Mining and
GranularComputing(RSFDGrC’2011).TheXVthRussianNationalConferencein
ArtificialIntelligencewith international participation(CAI-2016) willtakeplaceat
Smolensk in October 2016.
The conferences above-mentioned were mainly focused on fundamental prob-
lems of artificial intelligence, fuzzy set theory, and soft computing. To differ from
them, IITI’16 is devoted to practical models and industrial applications related to
intelligent information systems. It is considered as a meeting point for researchers
and practitioners to enable the implementation of advanced information technolo-
gies into various industries. Nevertheless, some theoretical talks concerning the
state of the art in intelligent systems and soft computing were also included into
proceedings.
v
vi Preface
There were 162 paper submissions from 10 countries. Each submission was
reviewed by at least three Chairs or PC members. We accepted 92 regular papers
(57 %). Unfortunately,due tolimitations ofconference topics andedited volumes,
theProgramCommitteewasforcedtorejectsomeinterestingpaperswhichdidnot
satisfy these topics or publisher requirements. We would like to thank all authors
and reviewers for their work and valuable contributions. The friendly and wel-
coming attitude of conference supporters and contributors made this event a
success!
May 2016 Ajith Abraham
Sergey Kovalev
Valery Tarassov
Václav Snášel
Organization
Conference Chairs
Sergey Kovalev, Rostov State Transport University, Russia
Václav Snášel, VŠB-TU Ostrava, Czech Republic
Ajith Abraham, MIR Labs, USA
Conference Vice-Chair
Valery Tarassov, Bauman Moscow State Technical University, Russia
International Program Committee
Alexey N. Averkin, Dorodnicyn Computing Centre of Russian Academy of
Sciences, Russia
Rafik A. Aliyev, Azerbaijan State Oil Academy, Azerbaijan
Mikołaj Bartłomiejczyk, Gdansk University of Technology, Poland
Ildar Z. Batyrshin, National Polytechnic Institute, Mexico
Anton Beláň, Slovak University of Technology in Bratislava, Slovakia
Arcady N. Borisov, Riga Technical University, Latvia
Jiří Bouchala, VŠB-TU Ostrava, Czech Republic, Czech Republic
Milan Dado, University of Žilina, Slovakia
Igor D. Dolgiy, Rostov State Transport University, Russia
Alexander P. Eremeev, Moscow Power Engineering Institute, Russia
Alena V. Fedotova, Bauman Moscow State Technical University, Russia
Bronislav Firago, Belarusian National Technical University, Belarus
Igor B. Fominykh, Moscow Power Engineering Institute, Russia
VladimirV.Golenkov,BelarusStateUniversityofInformaticsandRadioelectronics,
Belarus
Jiří Hammerbauer, University of West Bohemia in Pilsen, Czech Republic
vii
viii Organization
Stanislav Kocman, VŠB-TU Ostrava, Czech Republic, Czech Republic
Jaroslav Kultan, University of Economics in Bratislava, Slovakia
Viktor M. Kureychik, Southern Federal University, Russia
Igor Kurytnik, University of Bielsko-Biała, Poland
OlegP.Kuznetsov,InstituteofControlSciencesofRussianAcademyofSciences,
Russia
Teresa Orłowska-Kowalska, Wrocław University of Technology, Poland
Gennady S. Osipov, Institute for Systems Analysis of Russian Academy of
Sciences, Russia
Leszek Pawlaczyk, Wrocław University of Technology, Poland
Josef Paleček, VŠB-TU Ostrava, Czech Republic, Czech Republic
Zdenék Peroutka, University of West Bohemia in Pilsen, Czech Republic
Alexey B. Petrovsky, Institute for Systems Analysis of Russian Academy of
Sciences, Russia
Stanislav Rusek, VŠB-TU Ostrava, Czech Republic, Czech Republic
Alexander V. Smirnov, St. Petersburg Institute for Informatics and Automation
of the Russian Academy of Sciences, Russia
VadimL.Stefanuk,InstituteforInformationTransmissionofRussianAcademyof
Sciences, Russia
Vadim N. Vagin, Moscow Power Engineering Institute, Russia
Feodor Vainstein, Texas A&M University, USA
Yuri R. Valkman, International R&E Center of Information Technologies and
Systems in Kiev, Ukraine
Vladimír Vašinek, VŠB-TU Ostrava, Czech Republic, Czech Republic
Ján Vittek, University of Žilina, Slovakia
Nadezhda G. Yarushkina, Ulyanovsk State Technical University, Russia
Alla V. Zaboleyeva-Zotova, Volgograd State Technical University, Russia
Organizing Committee Chair
Alexander N. Guda, Rostov State Transport University, Russia
Local Organizing Committee
Maria A. Butakova, Rostov State Transport University, Russia
Andrey V. Chernov, Rostov State Transport University, Russia
Vladislav S. Kovalev, JSC “NIIAS”, Russia
Pavel Krömer, VŠB-TU Ostrava, Czech Republic, Czech Republic
Vladimir V. Kureychik, Southern Federal University, Russia
Jan Platoš, VŠB-TU Ostrava, Czech Republic, Czech Republic
Vladimir L. Samsonov, Rostov State Transport University, Russia
Organization ix
Vitezslav Styskala, VŠB-TU Ostrava, Czech Republic, Czech Republic
Andrey V. Sukhanov, Rostov State Transport University, Russia
Ivan A. Yaitskov, Rostov State Transport University, Russia
Sponsoring Institutions
Rostov State Transport University, Russia
VŠB-Technical University of Ostrava, Czech Republic
