Proceedings of the 16th International Conference on Hybrid Intelligent Systems (HIS 2016) PDF
Preview Proceedings of the 16th International Conference on Hybrid Intelligent Systems (HIS 2016)
Advances in Intelligent Systems and Computing 552 Ajith Abraham · Abdelkrim Haqiq Adel M. Alimi · Ghita Mezzour Nizar Rokbani · Azah Kamilah Muda Editors Proceedings of the 16th International Conference on Hybrid Intelligent Systems (HIS 2016) Advances in Intelligent Systems and Computing Volume 552 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 Perez,UniversidadCentral “Marta Abreu”deLasVillas,Santa Clara, 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 Abdelkrim Haqiq (cid:129) Adel M. Alimi Ghita Mezzour (cid:129) Nizar Rokbani Azah Kamilah Muda (cid:129) Editors Proceedings of the 16th International Conference on Hybrid Intelligent Systems (HIS 2016) 123 Editors Ajith Abraham GhitaMezzour (MIRLabs) Technopolis Rabat-Shore Rocade MachineIntelligence Research Labs International University of Rabat Auburn,WA Salael Jadida USA Morocco Abdelkrim Haqiq Nizar Rokbani Hassan 1stUniversity Inst AppliedDeptof Electronics, Taffala Settat University of Sousse Morocco Sousse Tunisia AdelM. Alimi ENIS Azah Kamilah Muda University of Sfax Fakulti TeknologiMaklumat dan Sfax Komunikas Tunisia Universiti TeknikalMalaysia Melaka Durian Tunggal Malaysia ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems andComputing ISBN978-3-319-52940-0 ISBN978-3-319-52941-7 (eBook) DOI 10.1007/978-3-319-52941-7 LibraryofCongressControlNumber:2017932620 ©SpringerInternationalPublishingAG2017 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 for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations. Printedonacid-freepaper ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerInternationalPublishingAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland HIS 2016 - Welcome Message Welcome to Marrakech, Morocco and to the 16th International Conference on Hybrid Intelligent Systems (HIS 2016) andthe8thWorldCongress onNature and Biologically Inspired Computing (NaBIC 2016), held during November 21–23, 2016.HIS-NaBIC2016isjointlyorganizedbytheMachineIntelligenceResearch Labs (MIR Labs), USA; Hassan 1st University, Settat, Morocco and University of Sfax, Tunisia. Hybridization of intelligent systems is a promising research field of modern artificial/computational intelligence concerned with the development of the next generation of intelligent systems. A fundamental stimulus to the investigations of Hybrid Intelligent Systems (HISs) is the awareness in the academic communities that combined approaches will be necessary if the remaining tough problems in computationalintelligencearetobesolved.Recently,hybridintelligentsystemsare gettingpopularduetotheircapabilitiesinhandlingseveralreal-worldcomplexities involvingimprecision,uncertainty,andvagueness.HIS2016buildsonthesuccess of HIS 2015, which was held in Seoul, Korea during November 16–18, 2016. Nature and Bio-inspired Computing is currently one of the most exciting research areas,anditiscontinuouslydemonstratingexceptionalstrengthinsolvingcomplex real-lifeproblems.Themaindrivingforceoftheconferenceistofurtherexplorethe intriguingpotential ofBio-inspiredComputing.NaBIC 2016buildsonthesuccess of NaBIC 2015, which was held in Pietermaritzburg, South Africa during December 01–03, 2015. Manypeoplehavecollaboratedandworkedhardtoproducethisyearssuccessful HIS - NaBIC conferences. First, we would like to thank all the authors for sub- mittingtheirpaperstotheconference,fortheirpresentationsanddiscussionsduring the conference. Our thanks to Program Committee members and reviewers, who carriedoutthemostdifficultworkbycarefullyevaluatingthesubmittedpapers.We have two plenary speakers: – Oscar Castillo, Tijuana Institute of Technology, Tijuana, Mexico – Layth Sliman, EFREI, France v vi HIS2016-WelcomeMessage Thanks to all the speakers for their valuable time. The themes of the contribu- tions and scientific sessions range from theories to applications, reflecting a wide spectrum of coverage of the hybrid intelligent systems and computational intelli- genceareas.HIS-NaBIC2016received100+submissionsfromover25countries, and each paper was reviewed by five or more reviewers in a standard peer-review process. Based on the recommendation by five independent referees, finally 58 papers were accepted for publication in the proceedings. WewouldliketothanktheSpringerPublicationteamforthewonderfulsupport for the publication of this volume. HIS – NaBIC 2016 General Chairs Abdelkrim Haqiq, Hassan 1st University, Settat, Morocco Ajith Abraham, MIR Labs, USA Adel M. Alimi, University of Sfax, Tunisia HIS – NaBIC 2016 Program Committee Chairs Ghita Mezzour, International University of Rabat, Morocco Nizar Rokbani, University of Sousse, Tunisia Amine Berqia, ENSIAS, Mohammed V University, Rabat, Morocco Organization Honorary Chairs Mohamed Knidiri President of Association le Grand Atlas, President of the Private University of Marrakesh, Morocco Ahmed Nejmeddine President of Hassan 1st University, Settat, Morocco Houssine Bouayad Dean of FST, Hassan 1st University, Settat, Morocco General Chairs Abdelkrim Haqiq Hassan 1st University, Settat, Morocco Ajith Abraham MIR Labs, USA Adel M. Alimi University of Sfax, Tunisia Program Committee Chairs Ghita Mezzour International University of Rabat, Morocco Nizar Rokbani University of Sousse, Tunisia Organizing Chairs Mohamed Chakraoui Multidisciplinary Faculty of Ouarzazate, Morocco Jaouad Dabounou FST, Hassan 1st University, Settat, Morocco vii viii Organization Organizing Committee Ali Alouai FST, Hassan 1st University, Settat, Morocco Ayoub Barakat FST, Hassan 1st University, Settat, Morocco Abdessamad Bouqdir FST, Hassan 1st University, Settat, Morocco Yassir El Filali FST, Hassan 1st University, Settat, Morocco Youmna El Hiss FST, Hassan 1st University, Settat, Morocco Ayman Hadri FST, Hassan 1st University, Settat, Morocco Amine Maarouf FST, Hassan 1st University, Settat, Morocco Publication Chair Azah Kamilah Muda Universiti Teknikal Malaysia Melaka, Malaysia Advisory Board members Aboul Ella Hassanien University of Cairo, Egypt André Ponce de Leon F de Carvalho University of Sao Paulo, Brazil Andries Engelbrecht University of Pretoria, South Africa Emilio Corchado Universidad de Salamanca, Spain Francisco Herrera University of Granada, Spain Francesco Marcelloni University of Pisa, Italy Hideyuki Takagi Kyushu University, Japan Imre J. Rudas Obuda University, Hungary Jeng-Shyang Pan Harbin Institute of Technology, China Krzysztof Cios Virginia Commonwealth University, USA Mario Koeppen Kyushu Institute of Technology, Japan Janusz Kacprzyk Polish Academy of Sciences, Poland Sebastián Ventura University of Cordoba, Spain Web Administrator Kun Ma University of Jinan, China Technical Program Committee Abdellah Najid Institut National des Postes et Télécommunications, Rabat, Morocco Organization ix Abdellah Touhafi Vrije Universiteit Brussel, Belgium Ahlame Begdouri My Abdellah University, Fès, Morocco Alberto Cano Virginia Commonwealth University, Virginia Alex James Nazarbayev University, Kazakhstan Alexander Mendiburu The University of the Basque Country, Spain Alfredo Arias Montano Instituto Politécnico Nacional, Mexico Amelia Zafra Gómez University of Córdoba, Spain Amine Berqia Mohammed V Souissi University, Rabat, Morocco Amit Dutta Barkatullah University, India Anan Banharnsakun King Mongkut’s University of Technology Thonburi, Thailand Anand Jayant Kulkarni Nanyang Technological University, Singapore Anas Abouelkalam Ecole Nationale des Sciences Appliquées, Morocco Andrea Corradini University of Southern Denmark, Denmark Andrea Schaerf University of Udine, Italy Andrew L. Nelson Androtics LLC, USA Anna Kononova Heriot-Watt University, UK Annabel Latham Manchester Metropolitan University, UK Anne Laurent University of Montpellier II, France Antonio Dourado University of Coimbra, Portugal Antonio J. Tallón Universidad de Sevilla, Spain Ballesteros Antonio LaTorre Universidad Politécnica de Madrid, Spain Antreas Nearchou University of Patras, Greece Arshin Rezazadeh Shahid Chamran University of Ahvaz, Iran Azah Kamilah Muda Universiti Teknikal Malaysia Melaka, Malaysia Azeddine Bilami Batna University, Algeria Bahareh Asadi Islamic Azad University, Iran Baihai Zhang Beijing Institute of Technology, China Biju Issac Teesside University, UK Bing Xue Victoria University of Wellington, New Zealand Binod Kumar Prasad Maharastra Academy of Engineering, India Carlos Alberto Ochoa Universidad Autónoma de Ciudad Juárez, Mexico Ortiz Carlos Fernandez Universidad Politecnica de Valencia, Spain Llatas Carlos Pereira Instituto Superior de Engenharia de Coimbra, Portugal Cerasela Crisan “Vasile Alecsandri” University of Bacau, Romania Cesar Torres Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Mexico Cherki Daoui Faculty of Science and Technology, BP 523, Beni Mellal, Morocco Chi Kin Chow University of Hong Kong, China
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