Advances in Intelligent Systems and Computing 282 Tien Van Do Hoai An Le Thi Ngoc Thanh Nguyen Editors Advanced Computational Methods for Knowledge Engineering Proceedings of the 2nd International Conference on Computer Science, Applied Mathematics and Applications (ICCSAMA 2014) Advances in Intelligent Systems and Computing Volume 282 Serieseditor JanuszKacprzyk,PolishAcademyofSciences,Warsaw,Poland e-mail:[email protected] Forfurthervolumes: http://www.springer.com/series/11156 AboutthisSeries The series “Advances in Intelligent Systems and Computing” contains publications on theory, applications,anddesignmethodsofIntelligentSystemsandIntelligentComputing.Virtuallyall disciplinessuch asengineering, natural sciences, computer and informationscience, ICT,eco- nomics,business,e-commerce,environment,healthcare,lifesciencearecovered.Thelistoftop- icsspansalltheareasofmodernintelligentsystemsandcomputing. The publications within “Advances in Intelligent Systems and Computing” are primarily textbooksandproceedingsofimportantconferences,symposiaandcongresses.Theycoversig- nificant recent developments in the field, both of a foundational and applicable character. An importantcharacteristicfeatureoftheseriesistheshortpublicationtimeandworld-widedistri- bution.Thispermitsarapidandbroaddisseminationofresearchresults. AdvisoryBoard Chairman NikhilR.Pal,IndianStatisticalInstitute,Kolkata,India e-mail:[email protected] Members RafaelBello,UniversidadCentral“MartaAbreu”deLasVillas,SantaClara,Cuba e-mail:[email protected] EmilioS.Corchado,UniversityofSalamanca,Salamanca,Spain e-mail:[email protected] HaniHagras,UniversityofEssex,Colchester,UK e-mail:[email protected] LászlóT.Kóczy,SzéchenyiIstvánUniversity,Gyo˝r,Hungary e-mail:[email protected] VladikKreinovich,UniversityofTexasatElPaso,ElPaso,USA e-mail:[email protected] Chin-TengLin,NationalChiaoTungUniversity,Hsinchu,Taiwan e-mail:[email protected] JieLu,UniversityofTechnology,Sydney,Australia e-mail:[email protected] PatriciaMelin,TijuanaInstituteofTechnology,Tijuana,Mexico e-mail:[email protected] NadiaNedjah,StateUniversityofRiodeJaneiro,RiodeJaneiro,Brazil e-mail:[email protected] NgocThanhNguyen,WroclawUniversityofTechnology,Wroclaw,Poland e-mail:[email protected] JunWang,TheChineseUniversityofHongKong,Shatin,HongKong e-mail:[email protected] · Tien Van Do Hoai An Le Thi Ngoc Thanh Nguyen Editors Advanced Computational Methods for Knowledge Engineering Proceedings of the 2nd International Conference on Computer Science, Applied Mathematics and Applications (ICCSAMA 2014) ABC Editors TienVanDo NgocThanhNguyen DepartmentofNetworkedSystems InstituteofInformatics andServices WrocławUniversityofTechnology BudapestUniversityofTechnology Wrocław andEconomics Poland Budapest Hungary HoaiAnLeThi LITA,UFRMIM Metz France ISSN2194-5357 ISSN2194-5365 (electronic) ISBN978-3-319-06568-7 ISBN978-3-319-06569-4 (eBook) DOI10.1007/978-3-319-06569-4 SpringerChamHeidelbergNewYorkDordrechtLondon LibraryofCongressControlNumber:2014936764 (cid:2)c SpringerInternationalPublishingSwitzerland2014 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe materialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation,broad- casting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformationstorage andretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynowknown orhereafterdeveloped.Exemptedfromthislegalreservationarebriefexcerptsinconnectionwithreviews orscholarly analysis ormaterial suppliedspecifically forthepurposeofbeingentered andexecuted ona computersystem,forexclusive usebythepurchaser ofthework.Duplication ofthis publication orparts thereofispermittedonlyundertheprovisionsoftheCopyrightLawofthePublisher’slocation,initscur- rentversion,andpermissionforusemustalways beobtained fromSpringer. Permissionsforusemaybe obtainedthroughRightsLinkattheCopyrightClearanceCenter.Violationsareliabletoprosecutionunder therespectiveCopyrightLaw. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Whiletheadviceandinformationinthisbookarebelievedtobetrueandaccurateatthedateofpublication, neither the authors northe editors nor the publisher can accept any legal responsibility for any errors or omissionsthatmaybemade.Thepublishermakesnowarranty,expressorimplied,withrespecttothematerial containedherein. Printedonacid-freepaper SpringerispartofSpringerScience+BusinessMedia(www.springer.com) Preface This volume contains papers presented at the 2ndInternational Conference on Com- puter Science, Applied Mathematicsand Applications(ICCSAMA 2014)held on 8-9 May, 2014 in Budapest, Hungary. The conference is co-organized by Analysis, De- sign and Developmentof ICT systems (AddICT) Laboratory,Budapest University of Technologyand Economics,Hungary,Division of KnowledgeManagementSystems, WroclawUniversityofTechnology,Poland,andLaboratoryofTheoretical&Applied ComputerScience,LorraineUniversity,Franceincooperationwith IEEESMCTech- nicalCommitteeonComputationalCollectiveIntelligence. The aim of ICCSAMA 2014 is to bring together leading academic scientists, re- searchers and scholars to discuss and share their newest results in the fields of Com- puterScience,AppliedMathematicsandtheirapplications.Afterthepeerreviewpro- cess,30papersbyauthorsfromAlgeria,Austria,Finland,France,Germany,Hungary, India,Israel,Japan,RepublicofKorea,Poland,Slovakia,UnitedKingdomandVietnam havebeenselectedforincludinginthisproceedings.Thepresentationsof30havebeen partitioned into 7 sessions: Advanced Optimization Methods and Their Applications, Queueing Models and Performance Evaluation, Software Development and Testing, Computational Methods for Mobile and Wireless Networks, Computational Methods forKnowledgeEngineering,LogicBasedMethodsforDecisionMakingandDataMin- ing,andNonlinearSystemsandApplications. The clearmessageof theproceedingsisthatthe potentialsofcomputationalmeth- ods for knowledge engineering and optimization algorithms are to be exploited, and thisisanopportunityandachallengeforresearchers.ItisobservedthattheICCSAMA 2013and2014clearlygeneratedasignificantamountofinteractionbetweenmembers of both communities on Computer Science and Applied Mathematics. The intensive discussionshaveseededfutureexcitingdevelopmentattheinterfacebetweencomputa- tionalmethods,optimizationandengineering. The works included in this proceedings can be useful for researchers, Ph.D. and graduatestudentsinOptimizationTheoryandKnowledgeEngineeringfields.Itisthe hope of the editors that readers can find many inspiring ideas and use them to their research. Many such challenges are suggested by particular approaches and models presentedintheproceedings. VI Preface We would like to thank all authors, who contributed to the success of the confer- enceandto thisbook.Specialthanksgotothe membersoftheSteeringandProgram Committeesfor their contributionsto keepingthe highquality of the selected papers. CordialthanksareduetotheOrganizingCommitteemembersfortheireffortsandthe organizationalwork. Finally,wecordiallythankSpringerforsupportsandpublishingthisvolume. WehopethatICCSAMA2014significantlycontributestothefulfilmentoftheaca- demicexcellenceandleadstogreatersuccessofICCSAMAeventsinthefuture. May2014 TienVanDo HoaiAnLeThi NgocThanhNguyen ICCSAMA 2013 Organization General Chair TienVanDo BudapestUniversityofTechnologyand Economics,Hungary General Co-Chairs LeThiHoaiAn LorraineUniversity,France NguyenNgocThanh WroclawUniversityofTechnology,Poland Program Chairs PhamDinhTao INSARouen,France NguyenHungSon WarsawUniversity,Poland TienVanDo BudapestUniversityofTechnologyand Economics,Hungary DucTruongPham UniversityofBirmingham,UK DoctoralTrack Chair NguyenAnhLinh WarsawUniversity,Poland OrganizingCommittee NamH.Do BudapestUniversityofTechnologyand Economics,Hungary VuThaiBinh BudapestUniversityofTechnologyand Economics,Hungary VIII ICCSAMA2013Organization Steering Committee LeThiHoaiAn LorraineUniversity,France(Co-chair) NguyenNgocThanh WroclawUniversityofTechnology,Poland (Co-chair) PhamDinhTao INSARouen,France NguyenVanThoai TrierUniversity,Germany PhamDucTruong UniversityofBirmingham,UK NguyenHungSon WarsawUniversity,Poland AlainBui UniversitédeVersailles-St-Quentin-en-Yvelines, France NguyenAnhLinh WarsawUniversity,Poland TienVanDo BudapestUniversityofTechnologyand Economics,Hungary TranDinhViet SlovakAcademyofSciences,Slovakia Program Committee BuiAlain UniversitédeVersailles-St-Quentin-en-Yvelines, France NguyenThanhBinh InternationalInstituteforAppliedSystems Analysis(IIASA),Austria RamChakka RGMCET,RGMGroupofInstitutions,Nandyal, India TienVanDo BudapestUniversityofTechnologyand Economics,Hungary NamH.Do BudapestUniversityofTechnologyand Economics,Hungary HaQuangThuy VietnamNationalUniversity,Vietnam LászlóJereb UniversityofWestHungary LászlóLengyel BudapestUniversityofTechnologyand Economics,Hungary LeChiHieu UniversityofGreenwich,UK LeNguyen-Thinh HumboldtUniversitätzuBerlin,Germany LeThiHoaiAn LorraineUniversity,France LuongMarie UniversitéParis13,France NgoVanSang UniversityofRouen,France NguyenAnhLinh WarsawUniversity,Poland NguyenBenjamin UniversityofVersaillesSaint-Quentin-en-Yvelines, France NguyenDucCuong InternationalUniversityVNU-HCM,Vietnam NguyenHungSon WarsawUniversity,Poland NguyenNgocThanh WroclawUniversityofTechnology,Poland ICCSAMA2013Organization IX NguyenVanThoai TrierUniversity,Germany. NguyenVietHung LaboratoryofComputerSciencesParis6,France Nguyen-VergerMaiK. Cergy-PontoiseUniversity,France PhamCongDuc UniversityofPauandPaysdel’Adour,France ThongVinhTa INRIA,CITI/INSA-Lyon,France PhamDinhTao INSARouen,France PhamDucTruong UniversityofBirmingham,UK PhanDuongHieu UniversitéParis8,France TranDinhViet SlovakAcademyofSciences,Slovakia TruongTrongTuong Cergy-PontoiseUniversity,France