Table Of ContentAdvances in Intelligent Systems and Computing 442
Mohammad S. Obaidat
Janusz Kacprzyk
Tuncer Ören
Joaquim Filipe Editors
Simulation
and Modeling
Methodologies,
Technologies and
Applications
International Conference, SIMULTECH
2015 Colmar, France, July 21–23, 2015
Revised Selected Papers
Advances in Intelligent Systems and Computing
Volume 442
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
Mohammad S. Obaidat Janusz Kacprzyk
(cid:129)
Ö
Tuncer ren Joaquim Filipe
(cid:129)
Editors
Simulation and Modeling
Methodologies, Technologies
and Applications
International Conference, SIMULTECH
–
2015 Colmar, France, July 21 23, 2015
Revised Selected Papers
123
Editors
Mohammad S. Obaidat Tuncer Ören
Department ofComputer andInformation FacultyofEngineering,SchoolofElectrical
Science EngineeringandComputer Science
FordhamUniversity University of Ottawa
Bronx, NY Ottawa, ON
USA Canada
JanuszKacprzyk Joaquim Filipe
Systems Research Institute Department ofSystems andInformatics
Polish Academy ofSciences Polytechnic Institute ofSetúbal
Warsaw Setúbal
Poland Portugal
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-3-319-31294-1 ISBN978-3-319-31295-8 (eBook)
DOI 10.1007/978-3-319-31295-8
LibraryofCongressControlNumber:2015955364
©SpringerInternationalPublishingSwitzerland2016
Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart
of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations,
recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission
orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar
methodologynowknownorhereafterdeveloped.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this
publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfrom
therelevantprotectivelawsandregulationsandthereforefreeforgeneraluse.
The publisher, the authors and the editors are safe to assume that the advice and information in this
book are believed to be true and accurate at the date of publication. Neither the publisher nor the
authorsortheeditorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinor
foranyerrorsoromissionsthatmayhavebeenmade.
Printedonacid-freepaper
ThisSpringerimprintispublishedbySpringerNature
TheregisteredcompanyisSpringerInternationalPublishingAGSwitzerland
Preface
This book includes extended and revised versions of a set of selected papers from
the 5th International Conference on Simulation and Modeling Methodologies,
Technologies and Applications (SIMULTECH 2015), which is sponsored by the
InstituteforSystemsandTechnologiesofInformation,ControlandCommunication
(INSTICC) and co-organized by the University of Haute Alsace. SIMULTECH is
held in cooperation with the ACM SIGSIM—Special Interest Group (SIG) on
SImulationandModeling(SIM),JapanSocietyforSimulationTechnology(JSST),
FederationofAsiaSimulationSocieties(ASIASIM),AISSpecialInterestGroupon
Modeling and Simulation (AIS SIGMAS), Federation of European Simulation
Societies (EUROSIM), Movimento Italiano Modellazione e Simulazione
(MIMOS),andEuropeanCouncilforModellingandSimulation(ECMS).Itisalso
technically co-sponsored by Liophant Simulation and Simulation Team.
This conference brings together researchers, engineers, and practitioners inter-
ested in methodologies and applications of modeling and simulation. The main
topics covered in the papers accepted in the conference are: Methodologies, tech-
nologies,tools,andapplicationsofmodelingandsimulation.Thecarefullyselected
andacceptedpapersdemonstratenewandinnovativesolutions.Theyalsohighlight
technical issues and challenges in this field.
SIMULTECH2015received102papersubmissions,includingspecialsessions,
from 36 countries in all continents, of which 53 % were orally presented (19 % as
full papers). A double-blind peer paper review was performed by the international
Program Committee members, all of them recognized in at least one of the main
conference topic areas.
Thepapersincludedinthisbookwereselectedfromthosewiththebestreviews
takingalsointoaccountthequalityoftheirpresentationattheconference,assessed
by the session chairs. Therefore, we hope that you find the papers included in this
book interesting, and we trust they will represent as helpful references.
Wewishtothankallthosewhosupportedandhelpedtoorganizetheconference.
On behalf of the conference Organizing Committee, we would like to thank the
authors whose work mostly contributed to a very successful conference; the
v
vi Preface
members of the Program Committee whose expertise and diligence were instru-
mental to ensure the quality of final contributions; and the invited distinguished
keynote speakers for their invaluable contribution. We also like to thank the dis-
tinguishedPanelistswhosetupanenergizingtoneandmadeexcellentremarksthat
were instrumental in making the conference more interesting and valuable to
attendees. We also wish to thank all the members of the Organizing Committee
whoseworkandcommitmentwereinvaluable.Thankstotheadministrators,faculty,
staffandstudentsoftheUniversityofHaute-Alsace,FranceespeciallyProf.Pascal
Lorenz for hosting the conference and for their great help in local arrangements.
Thanks also are due to the organizations that technically co-sponsored the confer-
ence. Special thanks go to the Staff members of SIMULTECH 2015 for their
outstandingsupportanddedicatedwork.Lastbutnotleast,wewouldliketothank
INSTICC for sponsoring and organizing theconference.
July 2015 Mohammad S. Obaidat
Janusz Kacprzyk
Tuncer Ören
Joaquim Filipe
Organization
Conference Chair
Mohammad S. Obaidat, Fordham University, United States
Program Co-Chairs
Tuncer Ören, University of Ottawa, Canada
Janusz Kacprzyk, Polish Academy of Sciences, Poland
Program Committee
Magdiel Ablan, Universidad de Los Andes, Venezuela
Nael Abu-Ghazaleh, University of California, Riverside, United States
Carole Adam, LIG-UJF, France
Marco Aldinucci, University of Torino, Italy
Mikulas Alexik, University of Zilina, Slovak Republic
Manuel Alfonseca, Universidad Autonoma de Madrid, Spain
Gianfranco Balbo, University of Torino, Italy
Simonetta Balsamo, University of Venezia Ca’ Foscari, Italy
M. Gisela Bardossy, University of Baltimore, United States
Isaac Barjis, City University of New York, United States
Jordi Mongay Batalla, National Institute of Telecommunications, Poland
Nicolas Belloir, LIUPPA, France
Lucian Bentea, University of Oslo, Norway
Wolfgang Borutzky, Bonn-Rhein-Sieg University of Applied Sciences, Germany
Christos Bouras, University of Patras and CTI&P Diophantus, Greece
vii
viii Organization
Mario Bravetti, University if Bologna, Italy
Hajo Broersma, University of Twente, The Netherlands
Robin T. Bye, Aalesund University College, Norway
Christian Callegari, University of Pisa, Italy
Jesus Carretero, Computer Architecture Group, University Carlos III of Madrid,
Spain
Rodrigo Castro, University of Buenos Aires, Argentina
Krzysztof Cetnarowicz, AGH—University of Science and Technology, Poland
Srinivas Chakravarthy, Kettering University, United States
Jiangzhuo Chen, Virginia Polytechnic Institute and State University, United States
Lawrence Chung, The University of Texas at Dallas, United States
Franco Cicirelli, Università della Calabria, Italy
TanjaClees,FraunhoferInstituteforAlgorithmsandScientificComputing(SCAI),
Germany
Douglas Creighton, Deakin University, Australia
Andrea D’Ambrogio, Università di Roma “Tor Vergata”, Italy
Gabriella Dellino, National Research Council of Italy, Italy
Atakan Dogan, Anadolu University, Turkey
Zhihui Du, Tsinghua University, China
Julie Dugdale, Laboratoire d’Informatique de Grenoble, France
Stephan Eidenbenz, Los Alamos National Laboratory, United States
Sabeur Elkosantini, King Saud University, Saudi Arabia
Zuhal Erden, ATILIM University, Turkey
DenisFilatov,CentreforComputingResearch(CIC),NationalPolytechnicInstitute
(IPN), Mexico
Paul Fishwick, University of Texas at Dallas, United States
Jason Friedman, Tel-Aviv University, Israel
Richard Fujimoto, Georgia Institute of Technology, United States
Marco Furini, Università di Modena e Reggio Emilia, Italy
José Manuel Galán, Universidad de Burgos, Spain
Petia Georgieva, University of Aveiro, Portugal
Charlotte Gerritsen, Vrije Universiteit Amsterdam, The Netherlands
Brian Goldiez, University of Central Florida, United States
John (Yannis) Goulermas, The University of Liverpool, UK
Alexandra Grancharova, University of Chemical Technology and Metallurgy,
Bulgaria
Francisco Grimaldo, Universitat de València, Spain
Feng Gu, The City University of New York, United States
Mykola Gusti, International Institute for Applied Systems Analysis, Austria
Mirsad Hadzikadic, University of North Carolina Charlotte, United States
Sigurdur Hafstein, Reykajvik University, Iceland
Zhi Han, The MathWorks, United States
Samer Hassan, Universidad Complutense de Madrid, Spain
Cathal Heavey, University of Limerick, Ireland
Monika Heiner, Brandenburg University of Technology Cottbus, Germany
Organization ix
Tsan-sheng Hsu, Institute of Information Science, Academia Sinica, Taiwan
Xiaolin Hu, Georgia State University, United States
Ahmed Ibrahim, InterDigital Communications Inc, United States
Eric Innocenti, IUT DE CORSE—University of Corsica, France
Nobuaki Ishii, Bunkyo University, Japan
Mhamed Itmi, INSA, Rouen, France
Mura Ivan, University EAN, Colombia
Yumi Iwashita, Kyushu University, Japan
Luis Izquierdo, University of Burgos, Spain
Syed Waqar ul Qounain Jaffry, University of the Punjab, Pakistan
Mats Jägstam, University of Jönköping, Sweden
Janusz Kacprzyk, Polish Academy of Sciences, Poland
Cara Kahl, Hamburg University of Technology, Germany
Anniken Karlsen, Aalesund University College, Norway
Peter Kemper, College of William and Mary, United States
William Knottenbelt, Imperial College London, UK
Juš Kocijan, Jozef Stefan Institute, Slovenia
Petia Koprinkova-Hristova, Institute of Information and Communication
Technologies, Bulgaria
Sunil Kothari, HP Labs, United States
Claudia Krull, Otto-von-Guericke University, Germany
Pierre L’Ecuyer, Universite de Montreal, Canada
Leifur Leifsson, Reykjavik University, Iceland
Alberto Leva, Politecnico di Milano, Italy
Fengyuan Li, Freescale Semiconductors, United States
Jason Liu, Florida International University, United States
Rong Liu, University of California, Los Angeles, United States
Margaret Loper, Georgia Tech Research Institute, United States
Antonio Mendes Lopes, University of Porto, Portugal
Ulf Lotzmann, University of Koblenz, Germany
Johannes Lüthi, FH Kufstein Tirol, Austria
José Tenreiro Machado, Institute of Engineering, Polytechnic of Porto, Portugal
Carla Martin-Villalba, UNED, Spain
Moreno Marzolla, University of Bologna, Italy
Radek Matušu, Tomas Bata University in Zlin, Czech Republic
Roger McHaney, Kansas State University, United States
Nuno Melão, Instituto Politécnico de Viseu, Escola Superior de Tecnologia
e Gestão de Viseu, Portugal
Adel Mhamdi, RWTH Aachen University, Germany
Bozena Mielczarek, Wroclaw University of Technology, Poland
Federico Milani, CHEM.CO Consultant, Italy
Gabriele Milani, Politecnico di Milano, Italy
Michael Möhring, University of Koblenz, Germany
Roberto Montemanni, IDSIA—Dalle Molle Institute for Artificial Intelligence
(USI-SUPSI), Switzerland
