Soft Computing Applications: Proceedings of the 5th International Workshop Soft Computing Applications (SOFA) PDF
Preview Soft Computing Applications: Proceedings of the 5th International Workshop Soft Computing Applications (SOFA)
Advances in Intelligent Systems and Computing 195 Editor-in-Chief Prof.JanuszKacprzyk SystemsResearchInstitute PolishAcademyofSciences ul.Newelska6 01-447Warsaw Poland E-mail:[email protected] Forfurthervolumes: http://www.springer.com/series/11156 Valentina Emilia Balas, János Fodor, Annamária R. Várkonyi-Kóczy, József Dombi, and Lakhmi C. Jain (Eds.) Soft Computing Applications Proceedings of the 5th International Workshop Soft Computing Applications (SOFA) ABC Editors Prof.ValentinaEmiliaBalas Prof.JózsefDombi AssociateProfessor DepartmentofInformatics AurelVlaicuUniversityfromArad UniversityofSzeged Arad Szeged Romania Hungary Prof.JánosFodor Prof.LakhmiC.Jain Professor SchoolofElectricalandInformation InstituteofAppliedMathematics Engineering ÓbudaUniversity UniversityofSouthAustralia Budapest Adelaide Hungary SouthAustraliaSA Australia Prof.AnnamáriaR.Várkonyi-Kóczy Professor InstituteofMechatronicsandVehicle Engineering ObudaUniversity Budapest Hungary ISSN2194-5357 e-ISSN2194-5365 ISBN978-3-642-33940-0 e-ISBN978-3-642-33941-7 DOI10.1007/978-3-642-33941-7 SpringerHeidelbergNewYorkDordrechtLondon LibraryofCongressControlNumber:2012949235 (cid:2)c Springer-VerlagBerlinHeidelberg2013 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 the Proceedings of the 5th International Workshop on Soft Computing Applications (SOFA 2012). The main goal of the Workshop is to com- municate and publish new theoretical and applicative research results, in the areas of FuzzyLogic,NeuralNetworks,EvolutionaryComputing,andothermethodsbelonging orconnectedtoSoftComputing(SC).Asecondandjustasimportantgoalistoencour- age new reflectionson SC issues and new links betweeninterested researchers,R&D engineers,managersandsoon. The concept of Soft Computing - which was introduced by Lotfi Zadeh in 1991-servestohighlighttheemergenceofcomputingmethodologiesinwhichtheac- centisonexploitingthetoleranceforimprecisionanduncertaintytoachievetractability, robustnessandlowsolutioncost.Theprincipalconstituentsofsoftcomputingarefuzzy logic,neurocomputing,evolutionarycomputingandprobabilisticcomputing,withthe latersubsumingbeliefnetworks,chaoticsystemsandpartsoflearningtheory.Softcom- putingfacilitatestheuseoffuzzylogic,neurocomputing,evolutionarycomputingand probabilistic computing in combination, leading to the concept of hybrid intelligent systems.Suchsystemsarerapidlygrowinginimportanceandvisibility. Nowadays in our complex world all problems cannot be dealt with conventional mathematicalmethods.Withthehelpofsoftcomputingtechniques,thatoffercomple- mentarymethodsallowingflexiblecomputingtools,itispossibletofindgoodsolutions. The book covers a broad spectrum of soft computing techniques, theoretical and practicalapplicationsemployingknowledgeandintelligencetofindsolutionsforworld industrial, economic and medical problems. The combination of such intelligent sys- temstoolsandalargenumberofapplicationsintroduceaneedforasynergyofscientific andtechnologicaldisciplinesinordertoshowthegreatpotentialofSoftComputingin alldomains. The conference papers included in these proceedings, published post conference, weregroupedintothefollowingareaofresearch: (cid:129) SoftComputingandFusionAlgorithmsinBiometrics, (cid:129) FuzzyTheory,ControlandApplications, (cid:129) ModellingandControlApplications, (cid:129) StepstowardsIntelligentCircuits, VI Preface (cid:129) Knowledge-BasedTechnologiesforWebApplications,CloudComputingand SecurityAlgorithms, (cid:129) ComputationalIntelligenceforBiomedicalApplications, (cid:129) NeuralNetworksandApplications, (cid:129) IntelligentSystemsforImageProcessing, (cid:129) KnowledgeManagementforBusinessProcessandEnterpriseModelling. In SOFA 2012 we had five eminent Keynote Speakers: Professor Lotfi A. Zadeh (USA), Professor Michio Sugeno (JAPAN), Professor Kay Chen Tan (Singapore), Professor Michal Baczynski (Poland) and Professor Laszlo B. Kish (USA). Their summariesorextendedtalksareincludedinthisbook. The bookis directed to all interested readersto evaluate to potentialof Soft Com- puting: researchers in laboratories and universities interested to solve real problems, managerslookingfortoolsandnewviewstoimprovetheirbusiness. We especially thank the honorary chair of SOFA 2012 Prof. Lotfi A. Zadeh who encouragedandmotivatedus.Heparticipatedactivelyinourworkshopofthisedition bysendingusaninterestingvideotapelecture. Special thanksto ProfessorMichio Sugenowho showed a constantsupportduring alltheseyearsbyparticipatingtothelastfourSOFAeditions. We wouldlike tothanktheauthorsofthesubmittedpapersforkeepingthequality of the SOFA 2012 conference at high levels. The editors of this book would like to acknowledgealltheauthorsfortheircontributionsandalsothereviewers. FortheirhelpwithorganizationalissuesofallSOFAeditionsweexpressourthanks toTRIVENTConferenceOffice,MónikaJetzin andTeodoraArtimonforhavingcus- tomizedthesoftwareConferenceManager,registrationofconferenceparticipantsand alllocalarrangements. Special thanks go to Janusz Kacprzyk (Editor in Chief, Springer, Advances in In- telligent and Soft ComputingSeries) for the opportunity to organize this guest edited volume. We are grateful to Springer, especially to Dr. Thomas Ditzinger (Senior Editor, Applied Sciences & EngineeringSpringer-Verlag)for the excellent collaborationand patienceduringtheevolvementofthisvolume. Wehopethatthereaderswillfindthiscollectionofpapersinspiring,informativeand useful.WealsohopetoseeyouatafutureSOFAevent. ValentinaEmiliaBalas,Romania JánosC.Fodor,Hungary AnnamariaR.Várkonyi-Kóczy,Hungary JózsefDombi,Hungary LakhmiC.Jain,Australia Contents KeynoteInvited Talks OutlineofaRestriction-CenteredTheoryofReasoningandComputation inanEnvironmentofUncertainty,ImprecisionandPartialityofTruth (VideoTapeLecture) .............................................. 1 LotfiA.Zadeh OnStructureofUncertainties ....................................... 5 MichioSugeno AdvancesinEvolutionaryMulti-objectiveOptimization ................. 7 KayChenTan OntheApplicationsofFuzzyImplicationFunctions .................... 9 MichałBaczyn´ski Information Theoretic Security by the Laws of Classical Physics (PlenaryPaper) ................................................... 11 R.Mingesz,L.B.Kish,Z.Gingl,C.G.Granqvist,H.Wen,F.Peper,T.Eubanks, G.Schmera SoftComputing andFusionAlgorithms inBiometrics The Biometric Menagerie – A Fuzzy and Inconsistent Concept ......................................................... 27 NicolaiePopescu-Bodorin,ValentinaEmiliaBalas,IuliaMariaMotoc AMulti-algorithmicColourIrisRecognitionSystem.................... 45 Petru Radu, KonstantinosSirlantzis, Gareth Howells, SanaulHoque, FarzinDeravi VIII Contents ExamplesofArtificialPerceptionsinOpticalCharacterRecognition andIrisRecognition ............................................... 57 Cristina Madalina Noaica, Robert Badea, Iulia Maria Motoc, ClaudiuGheorgheGhica,AlinCristianRosoiu,NicolaiePopescu-Bodorin NoiseInfluenceontheFuzzy-LinguisticPartitioningofIrisCodeSpace.... 71 Iulia Maria Motoc, Cristina Madalina Noaica, Robert Badea, ClaudiuGheorgheGhica Fuzzy Theory, Control andApplications ExcludedMiddleandGraduation.................................... 83 DraganG.Radojevic´ Models for Ranking Students: Selecting Applicants for a Master ofScienceStudies ................................................. 93 Pavle Miloševic´, Ivan Nešic´, Ana Poledica, Dragan G. Radojevic´, BratislavPetrovic´ Modeling Candlestick PatternswithInterpolative BooleanAlgebra forInvestmentDecisionMaking ..................................... 105 Ivan Nešic´, Pavle Miloševic´, AleksandarRakicevic,Bratislav Petrovic´, DraganG.Radojevic´ UsingFuzzyLogictoDetermineIftheTrafficIsConstantorNotinDTF Method.......................................................... 117 EmanuelCiprianSasu,OctavianProstean DesignanOptimalFuzzyPIDControllerforHerbalMachineHarvester withGripping-BeltSpeed........................................... 129 BehnamYavari,SeyedHamidrezaAbbasi,FaridoonShabaninia ComparativeStudybetweenTank’sWaterLevelControlUsing PID andFuzzyLogicController ......................................... 141 Davood Mohammadi Souran, Seyed Hamidreza Abbasi, FaridoonShabaninia DesignofMIMOMamdaniFuzzyLogicControllersforWallFollowing MobileRobot..................................................... 155 NasimPaykari,SeyedHamidrezaAbbasi,FaridoonShabaninia TheSingle-AllocationHierarchicalHub-MedianProblemwithFuzzy Flows............................................................ 165 SoheilDavari,MohammadHosseinFazelZarandi Contents IX Modelling andControl Applications ExperimentalApplicationofaPragmaticMethodtoDesignControl StrategyforLowPowerWindEnergyConversionSystem ............... 183 RaduBoraci,CristianVasar ModelPredictiveControlforInsideTemperatureofanEnergyEfficient Building ......................................................... 197 CosminKoch-Ciobotaru Optimization of the Power Transfer Control between the Ports ofaDoubleBridgeDC–DCPowerConverterTypeGyrator............. 209 IldikoTatai,MarianGreconici MaximizationoftheEnergyandFlatteningofFluctuationsforthePower GeneratedintotheNetworkataWindDrivedElectroEnergeticSystem ... 217 OvidiuGana,OctavianProstean,MariusBabescu ABriefOutlineofComputationalLimitationsonActualWirelessSensor Networks ........................................................ 237 GabrielGîrban,MirceaPopa TheQualityofFollowingtheWeldingPathwithArcSensors ............. 251 GheorgheSima ModelingoftheElectricArcBehavioroftheElectricArcFurnace ........ 261 ManuelaPanoiu,CaiusPanoiu,LoredanaGhiormez LiveSteamTemperatureControlLoopfor1035t/hBensonBoiler ........ 273 OnisiforOlaru,MariusBîzga˘ DynamicModelingandComputerSimulationof3DObjectsGrasping..... 283 Rim Boughdiri, Hala Bezine, Nacer K. M’Sirdi, Aziz Naamane, AdelM.Alimi Steps towards IntelligentCircuits OptimizationoftheBinaryAdderArchitecturesImplementedinASICs andFPGAs....................................................... 295 BojanJovanovic´,MilunJevtic´ Memristor-BasedPhase-LeadControllerCircuitDesign................. 309 Tsung-ChihLin,Wei-NanLiao,ValentinaEmiliaBalas CMOS-Integrated Temperature Relay Based on Widlar Mirror .......................................................... 319 MirceaA.Ciugudean,MariusM.Ba˘las¸ AFPGAFloatingPointInterpolator ................................. 331 MariusM.Ba˘las¸,MariusSocaci,OnisiforOlaru X Contents Knowledge-Based Technologies forWebApplications, CloudComputing and Security Algorithms Achieving Semantic Integrationof Medical Knowledge for Clinical DecisionSupportSystems .......................................... 337 DanielDragu,ValentinGomoi,VasileStoicu-Tivadar SimilarityMeasurementofWebSites................................. 349 DoruAnastasiuPopescu,DragosNicolae TransmissionofUnsolicitedE-mailswithHiddenSenderIdentity ......... 357 IoanVirag,AntoanelaNaaji,MariusPopescu EvaluationofExperimentsonDetectingDistributedDenialofService (DDoS)AttacksinEucalyptusPrivateCloud .......................... 367 Alina Ma˘da˘lina Lonea, Daniela Elena Popescu, Octavian Prostean, HuagloryTianfield PrivateCloudSetUpUsingEucalyptusOpenSource ................... 381 AlinaMa˘da˘linaLonea MathematicalModelandFormalizationforDTFMethod................ 391 EmanuelCiprianSasu ContributiontoWatermarkingTechniques ............................ 403 CrinaRa¸tiu,DominicBucerzan,MihaelaCra˘ciun AndroidPersonalDigitalLifeSoftwareAgent ......................... 411 F.Khan,A.Altaf Computational IntelligenceforBiomedical Applications Characterization of Temperature-Dependent Echo-Shifts and BackscatteredEnergyInducedbyThermalUltrasound.................. 421 MariaGraçaRuano,CésarA.Teixeira,JavidJ.Rahmati OntheUseofArtificialNeuralNetworksforBiomedicalApplications ..... 433 MariaGraçaRuano,AntónioE.Ruano OpticDiscLocalizationinRetinalImages ............................. 453 FlorinRotaru,SilviuIoanBejinariu,CristinaDianaNi¸ta˘,MihaelaCostin ParallelMulticlassSupport VectorInterpretationofHaemodynamic ParametersforManifestationofAorticandArterialOcclusiveDiseases.... 465 S.H.Karamchandani,V.K.Madan,P.M.Kelkar,S.N.Merchant,U.B.Desai Linguistic HedgesFuzzyFeatureSelectionforDifferentialDiagnosis ofErythemato-SquamousDiseases ................................... 487 Ahmad Taher Azar, Shaimaa A. El-Said, Valentina Emilia Balas, TeodoraOlariu Contents XI AutomatedSleepStagingUsingDetrendedFluctuationAnalysisofSleep EEG ............................................................ 501 AmrF.Farag,ShereenM.El-Metwally,AhmedAbdelAalMorsy Neural Networks and Applications AnExpertSystemtoImprovetheEnergyEfficiencyoftheReactionZone ofaPetrochemicalPlant............................................ 511 IñigoMonedero,FélixBiscarri,CarlosLeón,JuanIgnacioGuerrero Estimation Aspects of Signal Spectral Components Using Neural Networks ........................................................ 521 ViorelNicolau,MihaelaAndrei On-LineOperationofanIntelligentSeismicDetector ................... 531 GuilhermeMadureira,AntónioE.Ruano,MariaGraçaRuano Exploiting the Functional Training Approach in Takagi-Sugeno Neuro-fuzzySystems............................................... 543 CristianoL.Cabrita,AntónioE.Ruano,PedroM.Ferreira,LászlóT.Kóczy IntelligentSystems forImageProcessing ReconstructionofBinaryImagesRepresentedonEquilateralTriangular GridUsingEvolutionaryAlgorithms ................................. 561 ElisaValentinaMoisi,VladimirIoanCretu,BenedekNagy MorphologicalWaveletsforPanchromaticandMultispectralImage Fusion........................................................... 573 SilviuIoanBejinariu,FlorinRotaru,CristinaDianaNi¸ta˘,MihaelaCostin ImageCategorizationBasedonComputationallyEconomicLABColour Features ......................................................... 585 AdrianCiobanu,MihaelaCostin,TudorBarbu SomeResultsonUltrasonicImageGenerationwithBiomimeticSonar HeadandFocusedNarrowBeams ................................... 595 DorelAiordachioaie,LaurentiuFrangu Using License Plates Recognition for Automate Cruise Control.......................................................... 605 MariusM.Ba˘las¸,NicolaeA.Chira,SergiuA.Matisan,FlaviusM.Suciu AutomaticClassificationofLiverDiseasesfromUltrasoundImagesUsing GLRLMTextureFeatures .......................................... 611 RagheshKrishnanK.,R.Sudhakar
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