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1007/978-0-387-35514-6_15OTHERPAPERSTHATWEREPRESENTEDATTHECONFERENCEAlgorithmsforOptimizationCalculationsATwo-DimensionalSearchinaNewtonMethodMichaelBartholomew-Biggs(UniversityofHertfordshire,UK),SimgeKahveciogluandRobertKeil.
NumericalPerformanceoftheOptimizationAlgorithmsinTOMLABKennethHolmstromandMattiasBjorkman(MiilardalenUniversity,Sweden).
QuadraticProgrammingProblemsArisingfromtheSimulationofMicromagnetismP.
T.
Boggs(SandiaNationalLaboratories,USA),A.
J.
KearsleyandJ.
W.
Tolle.
AClassofGloballyConvergentConjugateGradientMethodsYu-HongDai(ChineseAcademyofSciences)andYa-XiangYuan.
TheAdventuresofaSimpleAlgorithmAchiyaDax(HydrologicalService,Israel).
ImplementationofanInfeasiblePrimalDualInteriorPointMethodforLarge-ScaleNonlinearConvexProgrammingOlivierEpelly(UniversityofGeneva,Switzerland),JacekGondzioandJean-PhilippeVial.
ConveyingProblemStructuretoOptimizationAlgorithmsRobertFourerandDavidM.
Gay(BellLabs,USA).
SQPMethodsforLarge-ScaleOptimizationPhilipE.
Gill(UniversityofCalifornia,SanDiego,USA).
QuadraticandMultipleCutsintheAnalyticCenterCuttingPlaneMethodJean-LouisGoffin(McGillUniversity,Montreal,Canada).
M.
J.
D.
PowellandS.
Scholtes(Eds.
},SystemModellingandOptimization:Methods,TheoryandApplications.
2000IFIPInternationalFederationforInformationProcessing.
PublishedbyKluwerAcademicPublishers.
Allrightsreserved.
336SolvingSecondOrderConeProgramsinanEfficientandNumericallyStableWayDonaldGoldfarb(ColumbiaUniversity,USA)andKatyaScheinberg.
Interior-PointSolverforStructuredLinearProgramsJacekGondzio(UniversityofEdinburgh,UK)andRobertSarkissian.
ConvergenceConditionsandLinesearchAlgorithmsforthePolak-RibiereConjugateGradientMethodLuigiGrippo(UniversitddiRoma"LaSapienza",Italy)andStefanoLucidi.
ARadialBasisFunctionMethodforGlobalOptimizationHans-MartinGutmann(UniversityofCambridge,UK).
ComputationalStudyofNOXCB:AnOptimizationCodefortheNonlinearNetworkFlowProblemwithLinearSideConstraintsF.
JavierHeredia(UniversitatPolitecnicadeCatalunya,Spain).
FAIPA-FeasibleAreInteriorPointAlgorithmforLargeScaleNonlinearConstrainedOptimizationJoseHerskovits(FederalUniversityofRiodeJaneiro,Brazil).
AClassofFasterandRobustGradientMethodsforUnconstrainedMinimisationProblemsWenbinLiu(UniversityofKent,UK)andYu-HongDai.
GloballyConvergentDerivativeFreeMethodsforLinearlyConstrainedMinimizationStefanoLucidi(UniversitddiRoma"LaSapienza",Italy),MarcoSciandroneandPaulTseng.
ANewHybridMethodforLarge-ScaleUnconstrainedOptimizationJoseLuisMorales(InstitutoTechnol6gicoAut6nomodeMexico,Mexico)andJorgeNocedal.
SolvingLargeBound-ConstrainedOptimizationProblemsChih-JenLinandJorgeJ.
More(ArgonneNationalLaboratory).
HandlingIll-ConditionedConstraintJaeobiansinLargeScaleOptimizationM.
Marazzi,J.
Nocedal(NorthwesternUniversity,USA)andR.
Waltz.
ATruneatedNewtonMethodfürLargeSealeCünstrainedOptimizationGianniDiPiZZo,StefanoLucidiandLauraPalagi(UniversitddiRoma"LaSapienza",Italy).
Otherpapersthatwerepresentedatthecon/erence337ParallelizationofContinuousVerifiedGlobalOptimizationN.
Revol(University0/Lille,France),Y.
Denneulin,J.
-F.
MehautandB.
Planquelle.
ATruncatedNewtonMethodforLargeScaleUnconstrainedOptimizationBasedonaPlanarConjugateGradientSchemeGiovanniFasano,Ste/anoLucidiandMassimoRoma(UniversitadiRoma"LaSapienza",Italy).
APolynomial-TimeAlgorithmforSemidefiniteOptimizationBasedonaNewSearchDirectionE.
deKlerk,J.
Peng,C.
Roos(DelftUniversity0/Technology,Netherlands)andT.
Terlaky.
ConvergencePropertiesofaRegularizationSchemeforComplementarityConstrainedNLPsSte/anScholtes(University0/Cambridge,UK).
CombiningSearchDirectionsinNonlinearOptimizationH.
D.
Scolnik(University0/BuenosAires,Argentina),M.
MarazziandC.
Ruscitti.
ParallelGlobalOptimizationAlgorithmsUsingLocalTuningtotheShapeoftheObjectiveFunctionYaroslavD.
Sergeyev(University0/Calabria,Rende,Italy).
Interior-PointMethodsforNonconvexNonlinearProgramming:OrderingsandHigherOrderMethodsDavidF.
Shanno(RutgersUniversity,USA)andRobertJ.
Vanderbei.
AComputationallyEfficientFeasibleSQPAlgorithmCraigT.
LawrenceandAndreTits(University0/Maryland,USA).
Interior-PointMethodsforSemidefiniteProgrammingMichaelJ.
Todd(CornellUniversity,USA).
GlobalConvergenceofTrust-RegionSQP-FilterAlgorithmsforGeneralNonlinearProgrammingRogerFleteher,NicholasI.
M.
Gould,SvenLeyfferandPhilippeToint(FUNDP,Namur,Belgium).
AlgorithmsforIdentificationofRedundanciesinLinearProgrammingProblemsV.
R.
Uthariaraj(AnnaUniversity,Chennai,India),T.
R.
NatesanandV.
Sankaranarayan.
338APredictor-CorrectorAlgorithmforQSQPCombiningDinkin-typeandNewtonCenteringStepsJia-WangNieandYa-XiangYuan(ChineseAcademy0/Sciences).
SomeDoglegPathTrustRegionMethodsforIndefiniteWorkingMatricesJianzhongZhang(CityUniversity0/HongKong)andChengxianXu.
SelectandClone:AStatisticalApproachtoGlobalOptimizationAntanasZilinskas(VytautasMagnusUniversity,Vilnius,Lithuania).
ApplicationsAugmentedLagrangeanRelaxationandDecompositionAppliedtotheShort-TermHydrothermalCoordinationProblemCesarBeltmn(UPC-Barcelona,Spain)andF.
JavierHeredia.
OptimizationofInventoryConsolidationatMultipleLocationsRosaH.
Birjandi(i2TechnologiesAdvancedSolutionsCenter,WhitePlains,USA)andDmitryV.
Golovashkin.
ExploitingDualOptimalityConditionsinSolutionoftheUnitCommitmentProblemErikDotzauer(MlardalenUniversity,Sweden)andHansF.
Ravn.
AParallelOptimizationApproachtoATMNetworkSurvivabilityF.
J.
Gonzalez-Castano(UniversidaddeVigo,Spain)andU.
M.
Garcia-Palomares.
CongestionTollPricingModelsDonaldW.
Heam(University0/Florida,USA)andMehmetBaymmYildirim.
RobustAlgorithmsforChemicalEquilibriumAnalysisKennethHolmstrm(MlardalenUniversity,Sweden)andYuliaGel'.
DynamicMultiobjectiveHeatingOptimizationR.
P.
HamalainenandJ.
Mantysaari(HelsinkiUniversity01Technology,Finland).
ProbabilisticLong-TermCoordinationofHydrothermalElectricPowerGenerationusingaMulti-IntervalBloomandGallant'sModelandExpectedHydrogenerationContributionFunctionsNarcisNabona(UniversitatPolitecnicadeCatalunya,Spain).
Otherpapersthatwerepresentedattheconlerence339OptimalPoliciesforBatchProcessesDulceC.
M.
SilvaandNunoM.
C.
Oliveira(University01Coimbra,Portugal).
GlobalSurvivabilityinTelecommunicationNetworksRajaRebai"(INRIA,Rocqencourt,France),J.
FredericBonnans,MounirHaddouandAbdelLisser.
OptimizationofVehicleFleetCompatibilityA.
J.
G.
Schools(EindhovenUniversity01Technology,Netherlands),T.
NastieandH.
G.
Mooi.
DiscreteOptimizationATime-SpaceNetworkModelfortheBerthAllocationProblemChuen-YihChen(NationalChengKungUniversity,Taiwan)andTung-WeiHsieh.
ApproximateDynamicProgrammingApproachforIntegerProgrammingDimitrisBertsimasandRamazanDemir(MITOperationsResearchCenter,USA).
AO(nlogn)ProcedureforIdentifyingaClassofFacetsoftheKnapsackPolytopefromStrongMinimalCoversLaureanoF.
Escudero,AraceliGarin(UniversidaddelPaisVasco,Bilbao,Spain)andGloriaPerez.
DualAscentMethodsforSomeClassesofIntegerLinearProgramsManlioGaudiosoandGiovanniGiallombardo(UniversitadellaCalabria,Rende,Italy).
ProperCircularArcGraphModelsforPeriodicAllocationProblemsGiuseppeConlessore,PaoloDell'OlmoandStelanoGiordani(UniversitadiRoma"TorVergata",Italy).
TheMaximizationofSubmodularFunctions:OldandNewProofsfortheCorrectnessofDichotomyAlgorithmsBorisGoldengorin(University01Groningen,Netherlands)andGertA.
Tijssen.
MetaheuristicApproachesforTarget-RadarAllocationMagnusHindsberger(TechnicalUniversity01Denmark)andReneVictorValquiVidal.
340AColumnGenerationApproachtotheDirectFlightProblemToreGrünert,StefanIrnich(Rheinisch-WestflischeTechnischeHochschuleAachen,Germany)andHans-JürgenSebastian.
QualityofSolutionsforPerturbedCombinatorialOptimizationProblemsMarekLibura(PolishAcademyofSciences).
MinimizingtheMakespaninaTwo-MachineFlowshopwithFabricationandAssemblyOperationsB.
M.
T.
Lin(MingChuanUniversity,Taiwan)andT.
C.
E.
Cheng.
TrainSchedulinginPublicRailTransportThomasLindner(TechnicalUniversityofBraunschweig,Germany)andUweT.
Zimmermann.
ProjectRiskManagement:DealingwithRandomInfluencesinSchedulingandProjectControlRalfH.
Mhring(TechnicalUniversityofBerlin,Germany).
SolvingHardGeneralizedAssignmentProblems:OptimizingMethodsversusHeuristicApproachesRobertM.
Nauss(UniversityofMissouri,St.
Louis,USA).
ImprovedDynamicProgrammingforKnapsackProblemsUlrichPferschy(UniversityofGraz,Austria).
PerfectDistributionPhenomenoninCombinatoricsandItsApplicationtoSystemOptimizationV.
Riznyk(UniversityofTechnologyandAgriculture,Bydgoszcz,Poland).
AGeneticAlgorithmApproachforLargeScaleResourceConstrainedProductionSchedulingProblemsOlliKamarainen,VesaEk,SampoRuuth(HelsinkiUniversityofTechnology,Finland)andKimmoNieminen.
VariationsofColumnGenerationandAirlineCrewSchedulingProblemsShu-HuiLiou,Ruey-LinSheu(NationalChengKungUniversity,Taiwan)andWeichungWang.
MixedLinearandSemidefiniteProgrammingforCombinatorialandQuadraticOptimizationStevenJ.
Benson,YinyuYe(UniversityofIowa,USA)andXiongZhang.
Otherpapersthatwerepresentedattheconlerence341AColumnGenerationApproachtoEngineSchedulingMarcoE.
LübbeckeandUweT.
Zimmermann(TechnicalUniversity01Braunschweig,Germany).
Worst-CasePerformanceofPriorityAlgorithmsforSchedulingonParallelProcessorsGauravSinghandYakovZinder(University01Technology,Sydney,Australia).
DistributedParameterSystemsInfiuenceofBoundaryVariationsintheStationaryNavier-StokesEquationswithSmallViscositySebastienBoisgerault(EcoledesMinesdeParis,France)andJean-PaulZolesio.
BoundaryControlProblemswithIndefiniteQuadraticCostFunctionalsFrancescaBucci(UniversitddegliStudidiFirenze,Italy).
DifferentiationoftheSolutionoftheWaveEquation,withRespecttoaNon-SmoothDomainJohnCagnol(EcoledesMinesdeParis,France)andJean-PaulZolesio.
Shape-SensitivityAnalysisforNonlinearHeatConvection(presentedbyJ.
Cagnol)R.
Dziri(UniversitedeTunis,Tunisia).
MappingMethodintheOptimalShapeDesignProblemsGovernedbyHemivariationalInequalitiesLezekGasinski(JagiellonianUniversity,Krakow,Poland).
ExistenceofFree-BoundaryforaTwoNon-NewtonianFluidsProblemNicolasGomez(EcoledesMinesdeParis,France)andJean-PaulZotesio.
ProperOrthogonalDecompositioninControlofFluidFlowMichaelHinze(TechnischeUniversittBerlin,Germany).
BoundaryStabilizationofFullvonKarmanModelswithThermoelasticityIrenaLasiecka(University01Virginia,USA).
OptimizationMethodsforSolvingEllipticControlProblemswithControlandStateConstraints:BoundaryandDistributedControlHelmutMaurer(UniversittMünster,Germany)andHansD.
Mittelmann.
342ControlProblemsforSemilinearParabolicEquationswithControlsLocalizedonManifoldsPhuongAnhNguyen(UniversitePaulSabatier,Toulouse,France)andJean-PierreRaymond.
FeedbackLawsfortheOptimalControlofParabolicVariationalInequalitiesCatalinPopa(Universitatea"Al.
!
.
Cuza",lasi,Romania).
ApplicationofSpecialSmoothingProceduretoNumericalSolutionsofInverseProblemsforReal2-DSystemsEdwardRydygier(WarsawUniversity0/Technology,Poland)andZdzislawTrzaska.
SpectralOperatorsGeneratedbyDampedHyperbolicEquationsandtheirApplicationstoControlProblemsMariannaA.
Shubov(TexasTechUniversity,USA).
ShapeSensitivityAnalysisinDomainswithCracksGillesFremiotandJanSokolowski(UniversiteHenriPoincareNancyI,France).
Inverse-TypeInequalitiesforMulti-DimensionalHyperbolicandSchrdingerEquationswithVariableCoefficientsRobertoTriggiani(University0/Virginia,USA).
SomeNewProblemsOccuringinModellingofOxygenSensorsJ.
P.
Yvon(INSA,Rennes,France),J.
HenryandA.
Viel.
TheTopologicalDerivativeMethodandArtificialNeuralNetworksforNumericalSolutionofShapeInverseProblemsL.
Jackowska-Strumillo,J.
SokolowskiandA.
Zochowski(PolishAcademy0/Sciences).
ModellingMaximizingaClassofSeparableNon-ConcaveFunctionsunderaLinearConstraintDjangirA.
Babayev(USWestAdvancedTechnologies,Boulder,USA).
IdentificationofHammersteinjWienerDynamicModelsAldoBalestrinoandAndreaCaiti(University01Siena,Italy).
DynamicsofGeneticAlgorithms:TheoryandApplicationsAlonzoJarman(QueenMaryandWestfieldCollege,London,UK).
Otherpapersthatwerepresentedatthecon/erence343EfficientTrainingofNeuralNetworksforPatternRecognitionFrancescoLampariello(CNR,Italy)andMarcoSciandrone.
AnImplementationofNewton-LikeMultiplierMethodsonNonlinearNetworkswithNonlinearInequalitySideConstraintsEugenioMijangos(BasqueCountryUniversity,Spain).
ModelingandComputationalConsiderationsforDesignOptimizationofLargeEngineeringSystemsPanosPapalambros(University0/Michigan,USA),NestorMichelenaandSigurdNelsonIII.
NewChallengesinEcologicalModelling:TowardtheExplanationof"Patchy"Spatio-TemporalDynamicsSergeiPetrovskii(ShirshovInstituteo/Oceanology,Moscow,Russia)andHorstMalchow.
NeuralNetworksandtheirApplicationinFinance-ANumericalViewEkkehardSachsandMichaelaSchulze(University0/Trier,Germany).
GloballyConvergentDecompositionAlgorithmsforTrainingRBFNeuralNetworksCelinaBuzzi,LuigiGrippoandMarcoSciandrone(CNR,Italy).
AKindofIntelligentMulti-LayerFrequencyPlanningMethodLiXu,SongJunde(BeijingUniversity0/PostfjTelecommunications,China)andHouJindong.
UsingGeneticAlgorithmstoSolveDifficultGoalProgrammingProblemsMehrdadTamiz(University0/Portsmouth,UK).
OptimalControlConvergenceofSQPMethodsforDiscretizationsofNonlinearOptimalControlProblemswithMixedControl-StateConstraintsWalterAlt(University0/Jena,Germany).
SensitivityAnalysisandReal-TimeControlofStateConstrainedControlProblemsDirkAugustin(WWUMünster,Germany)andHelmutMaurer.
344DynamieOptimizationofaClassofMultistageSystemusingaHybridStoehastie-DeterministieMethodEvaBalsaCanto(CSIC,Vigo,Spain),VassiliosS.
VassiliadisandJulioR.
Banga.
DisereteRelaxedMethodforNoneonvexOptimalControlandVariationalProblemsI.
Chryssoverghi(NationalTechnicalUniversity,Athens,Greece),J.
ColetsosandB.
Kokkinis.
OntheUseofNonlinearProgrammingforModellingandControlofNaturalResoureesExploitationJoaoLauroDornelesFaco(UniversidadeFederaldoRiodeJaneiro,Brazil).
UpperLipsehitzStabilityofStationarySolutionsinNonlinearOptimizationDiethardKlatte(UniversittZürich,Switzerland).
ALMI-BasedAlgorithmforDesigningSuboptimalStatie11.
2/11.
00OutputFeedbackControllersFriedemannLeibjritz(UniversityojTrier,Germany).
ConvergeneeoftheEulerApproximationtoStateandControlConstrainedOptimalControlProblemsA.
L.
Dontchev,WWHagerandK.
Malanowski(PolishAcademyojSciences).
AnAlgorithmforComputingOptimalControlsforSystemsDeseribedbyMixedEquality-InequalityDifferential-AlgebraicSystemsM.
BellandR.
WH.
Sargent(ImperialCollege,London,UK).
AnOptimalControlModelforCollisionAvoidanceinAirNavigationDickSutherland(DalhousieUniversity,Canada).
AnOptimalControlProblemRelatedtoWastewaterTreatmentAureaMartinez,CarmenRodriguezandMiguelE.
Vazquez-Mendez(UniversityojSantiagodeCompostela,Spain).
WellposednessbyPerturbationsofOptimalControlProblemsT.
Zolezzi(UniversitddiGenova,Italy).
Otherpapersthatwerepresentedatthecon/erence345OptimizationMethodsinEngineeringDesignMaximalSlopeStabilityofSoilsbyUseofReinforcingMaterial:NumericalAspectsJeanDeteix(CentredeRecherchesMathematiques,Canada).
ParallelSolutionofContactProblemsZdenekDostal,FranciscoGomes(University0/Campinas,Brazil)andSandraSantos.
Cascading-AnApproachtoRobustStructuralDesignMichalKocvara(University0/Erlangen,Germany)andJochemZowe.
SpaceMappingsforOptimalEngineeringDesignJohnW.
BandlerandKajMadsen(TechnicalUniversity0/Denmark).
DomainOptimizationforUnilateralProblemsbyanEmbeddingDomainMethodA.
Myslinski(WarsawUniversity0/Technology,Poland).
ANewApproachfortheOptimizationofDynamicallyLoadedStructureswithrespecttotheReliabilityH.
Weber(Ruhr-UniversityBochum,Germany),D.
HartmannandA.
Lenzen.
StochasticOptimizationMultiserverRetrialQueues:OptimizationoftheRetrialRateJ.
R.
Artalejo(UniversidadComplutensedeMadrid,Spain).
ModelingandEstimationofStochasticVolatilityandApplicationtoOptionPricingShin-IchiAiharaandArunabhaBagchi(University0/Twente,Netherlands).
SymbolicComputationofStochasticSensitivitiesinEngineeringDesignH.
P.
WynnandR.
A.
Bates(University0/Warwick,UK).
Scenario-BasedStochasticPrograms:ChangesoftheProbabilityDistributionJitkaDupacova(CharlesUniversity,Prague,CzechRepublic)andWernerRmisch.
StochasticOptimizationofCatastrophicRiskPortfoliosYM.
Ermoliev(IIASA,Laxenburg,Austria),T.
YErmolieva,G.
J.
MacDonaldandv.
I.
Norkin.
346OptimizationofSystemswithDiscreteDesignVariablesandStochasticResponsesbySequentialLinearIntegerProgrammingS.
J.
Abspoel,L.
F.
P.
Etman(EindhovenUniversity0/Technology,Netherlands),A.
J.
G.
Schoo/sandJ.
E.
Rooda.
SolvingaSequenceofSuccessivelyDiscretizedMultistageStochasticLinearProgramsKarlFrauendor/erandGidoHaarbrucker(University0/St.
Gallen,Switzerland).
S-EstimationinRegressionandStochasticOptimizationKeithKnight(University0/Toronto,Canada).
ApproximateSolutionofStochasticProgramswithProbabilityFunctionalsRihoLepp(TallinnTechnicalUniversity,Estonia).
BusyPeriodofanM/G/lRetrialQueue:OptimizationofEntropyFunctionalsM.
J.
Lopez-Herrero(UniversidadComplutensedeMadrid,Spain).
AdaptiveControlofRobotsbyMeansofStochasticProgrammingTechniquesKurtMarti(UniversittderBundeswehr,Munich,Germany).
OntheNumericalSolutionofJointlyChanceConstrainedProblemsJanosMayer(University0/Zürich,Switzerland).
AStochasticControlProblemforRenewableResourceExploitationSaraPasquali(UniversitddegliStudidiPadova,Italy).
ConcentratorLocationProblemwithStochasticDemandsTakayukiShiina(CentralResearchInstitute0/ElectricPowerIndustry,Japan).
ConstrainedGlobalOptimizationUsingStochasticDifferentialEquationsonManifoldsAnnelieSthr(TUMunich,Germany).
ApproximationofaStochasticIntegerProgramwithApplicationsinTelecommunicationsShaneDye,LeenStougieandAsgeirTomasgard(SINTEFIndustrialManagement,Norway).
OnNewton'sMethodsforMulti-StageStochasticNonlinearProgrammingGongyunZhao(NationalUniversity0/Singapore).
Otherpapersthatwerepresentedattheconference347TheoryAnInteriorLinearizationMethodofComputingFixedPointsofEquilibriumProgrammingProblemsAnatolyAntipin(RussianAcademyofSciences).
MethodofChebyshevPointsofSimplicesinConvexProgrammingValerianP.
Bulatov(RussianAcademyofSeiences)andTatjana1.
Belykh.
OntheResolutionoftheGeneralizedNonlinearComplementarityProblemR.
Andreani,AnaFriedlander(StateUniversityofCampinas,Brazil)andSandraA.
Santos.
SimilarityTransformationApproachtoIdentifiabilityResults:AnAlgorithmandSomeCommentsLilianneDenis-Vidal,GhislaineJoly-Blanchard(UniversityofTechnologyofCompiegne,France),CelineNoiretandMichelPetitot.
OnSomeRelationsBetweenGeneralizedPartialDerivativesandConvexFunctionsPeterRecht(UniversityofDortmund,Germany).
ARateIndependentEvolutionVariationalInequalitywithaNonlinearEllipticPartA.
H.
Siddiqi(KingFahdUniversityofPetroleumandMinerals,Dhahran,SaudiArabia)andM.
Brokate.
AnEfficientOptimizationAlgorithmforEstimatingtheNormofInverseLyapunovOperatorsVasileSima(KatholiekeUniversiteitLeuven,Belgium),PetkoPetkovandSabineVanHuffel.
NewCharacterizationsofWeakSharpandStrictLocalMinimizersinNonlinearProgrammingMarcinStudniarski(UniversityofL6di,Poland)andMonikaStudniarska.
ProximalMethodsforVariationalInequalitieswithComposedMonotoneOperatorsA.
KaplanandR.
Tichatschke(UniversityofTrier,Germany).
ApplicationofWaveletTransformtotheDeterminationofResonanceFrequenciesMariuszZi6lko(UniversityofMiningandMetallurgy,Krakow,Poland),WojciechBatkoandTomaszKorbiel.

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