简介:Tosimulatetherumorpropagationprocessononlinesocialnetworkduringemergency,anewrumorpropagationmodelwasbuiltbasedonactiveimmunemechanism.Therumorpropagationmechanismswereanalyzedandcorrespondingparametersweredefined.BAscalefreenetworkandNWsmallworldnetworkthatcanbeusedforrepresentingtheonlinesocialnetworkstructurewereconstructedandtheircharacteristicswerecompared.Agent-basedsimulationswereconductedonbothnetworksandresultsshowthatBAscalefreenetworkismoreconductivetospreadingrumorsanditcanfacilitatetherumorrefutationprocessatthesametime.Rumorspaidattentiontobymorepeopleislikelytospreadquickerandbroaderbutforwhichtherumorrefutationprocesswillbemoreeffective.Themodelprovidesausefultoolforunderstandingandpredictingtherumorpropagationprocessononlinesocialnetworkduringemergency,providingusefulinstructionsforrumorpropagationintervention.
简介:Basedonthesystemdynamics(SD)model,thispaperputsforwardaquantitativemethodtoevaluatetheearthquakeemergencyplaninChina.Firstly,weanalyzethedisastersystemstructureandthecontentofplan.Usingtheanalysisresults,weestablishasystemdynamics(SD)modelandthencarryoutitssimulation.Accordingtothesimulationresults,therescueeffectusingtheplanof2012isbetterthanthatof2006.Fromthepolicylevel,inordertoreduceloss,governmentshouldmaintaincommunicationsmoothly,improvetheabilityofselfandmutualhelp,strengthenthemanagementofpublicopinion,andpaymoreattentiontosecondarydisasters.
简介:Inthefinancemarket,riskhappenedintwopattern.Inonecase,extremevolatilitytogetherwithashortbalancetimeleadstoagreatpanictothemarket.Onthecontrary,ifthevolatilityissmaller,thetimeperiodwillusuallybelonger.Itwillbringmanyinfectionstovariousrelatedfields,whichcauseswiderrangeinfluencestotheeconomy.Bothcaseshurtfinancialmarketandtheeconomyitselfdeeply.Inthispaper,wedevelopedanovelmarketregulationmethodinwhichtheconflictoffluctuationtimeandvolatilitywillbebalanced.Itdescribesawaytocomputeaportfolioofrelativelyshorttimeperiodtogetherwithsmallerfluctuationvolatilitybyusingageneralpredictionalgorithmbasedonovershootincybernetics.Itcanalsogiveexplanationtocounter-cyclicalsupervisiontheoryandmacro-prudentialregulation.Furthermore,itcanprovidenumericaloperationguideforcountercyclicalsupervisiontheoryandmacro-prudentialregulation.
简介:Inthepalletpoolsystem,thedifferentiationofpalletizedfreightvolumesindifferentregionsandseasonaltransportofcertaingoodsleadtotheimbalanceofpalletsdistributionamongregions.Itisnecessarytoimprovetheutilizationofpalletsthroughdispatching.Thepaperanalyzesthefactorswhichaffectemptypalletsdispatching,itincludescarbonemission,transportationtimeandpallettypebasedonthepalletpoolmodeofenterprisealliance.Onthisbasis,theoptimizationmodelisestablishedwiththegoalofminimumtotaldispatchingcost.Then,accordingtothedifferentinfluencesofrailwayandhighwayintransportationcost,thedispatchingschemeisanalyzedandthetransportationmodeofemptypalletsdispatchingisdetermined.Consideringthecharacteristicsofmodel,Cplexisusedtosolveit.Finally,acaseisusedtoverifythefeasibilityandsuperiorityofreasonableemptypalletsdispatchingindifferenttransportationmodes,andthetransportcharacteristicsoftwotransportationmodesareanalyzed.Moreover,thecostsofpalletsleasinganddispatchingarecompared.
简介:从大规模人的活动的增加的碳排出物贡献了全球气候变化,它导致了重要人的危机的增加。因此,作为碳,消退是公众好,应付气候变化也是一公众好;然而,它受不了许多免费骑手的刺激,导致commons的一个悲剧。从一个全身的观点克服这挑战,要求象全球、国家、地区性的层次上的工业,管理,和公民那样的所有部门从事低碳的开发和晴朗、有效的气候政策的实现。通过碳消退的理论探索和对低碳的系统的全身的描述,这份报纸为应付气候变化开发了一个控制论的框架,它为数据分析,为决定支持的元合成的工程,广泛的咨询的一条多中心的途径和各种各样的功能的目标成就模块由一个云平台组成。在这个基础上,由联合不可见的手和可见的手并且由在全球水平集成协商,在国家水平的合作和在本地水平的知识,一个multilevel决策模型被建议到地址建筑群气候变化问题。基于的创新途径能提供的这个控制论的范例珍贵照明到寻求应付气候的股东变化。
简介:Thegeneralizedautoregressiveconditionalheteroskedasticity(GARCH)typemodelsareusedtoinvestigatethevolatilityofBangladeshstockmarket.Thefindingsofthestudydemonstratethattheindexvolatilitycharacteristicschangesovertime.Thearticleshowsthatthedataaredividedintothreesub-periods:precrisis,crisis,andpostcrisis.Accordingly,theresultsofthefindingsindicatechangesintheGARCH-typemodelsparameter,riskpremiumandpersistenceofvolatilityindifferentperiods.Asignificant'low-yieldassociatedwithhigh-risk'phenomenonisdetectedinthecrisisperiodandthe'leverageeffect'occursineachperiods.Theinvestorsareirrationalwhichisbasedonassumptionofriskandreturncharacteristicsofassets.Consequently,themarketisnotasmatureasdevelopedmarket.Itisfoundinthearticlethatthethresholdgeneralizedautoregressiveconditionalheteroskedasticity(TGARCH)modelismoreaccurateforthemodelaccuracy.Additionally,statisticerrormeasurementsindicatethatGARCHmodelismoreefficientthanothersandithasalsomoreforecastingability.
简介:Inthispaper,weanalyzethe180stockswhichhavethepotentialinfluenceontheShanghaiStockExchange(SSE).First,weusethestockclosingpricesfromJanuary1,2005toJune19,2015tocalculatelogarithmicthecorrelationcoefficientandthenbuildthestockmarketmodelbythresholdmethod.Secondly,accordingtodifferentnetworksunderdifferentthresholds,wefindoutthepotentialinfluencestocksonthebasisoflocalstructuralcentrality.Finally,bycomparingtheaccuracyofsimilarityindexofthelocalinformationandpathinthelinkpredictionmethod,wedemonstratethattherearebestsimilarityindextopredicttheprobabilityfornodesconnectioninthedifferentstocknetworks.
简介:瓷器公司在中国由于证券市场的发展吸引了许多注意。列出的中国公司的列出的地位成为暗示一张股票的潜在的风险的重要指示物。当他们做进一步的决定时,因此预言列出的中国公司的地位为股东和投资者显然是关键的。根据为中国公司的四可能的清单地位,研究人员们作为在数据采矿区域典型的一个分类问题提出上述问题。很多的分类技术被实现了基于他们的金融因素预言列出的中国公司的地位。通常,为每列出的公司有超过150个金融因素,并且特征选择在分类方法的实现前被需要。在文学,研究人员与变化使用了t测试选择相关因素的通货膨胀因素(VIF)分析。然而,如此的方法不能在高维的盒子中被使用。在这份报纸,我们使用惩罚回归的想法基于一个逻辑回归模型选择感兴趣的因素,然后使用流行分类方法预言公司地位。我们的结果证明建议方法能发现更代表性的因素并且改进分类方法的预言精确性。
简介:Inthispaper,agamemodelcomposedofthreesubjects—government,manufacturerandconsumerhasbeenbuiltbyusingEvolutionaryGameTheoryonthebasisofanalyzingthetrilateralgamestrategyofwastemobilereversesupplychainbasedonECP;anevolutionaryequilibriummodelistobesoughtforbyutilizingthereplicationdynamicdifferentialequationmethod;andthetrilateralgamestrategy’srevolutionarytrendandconsistencyhavebeenanalyzedbymeansofSDsimulationmethodwhengovernmentimplementsthestaticordynamicrewardandpunishmentstrategy.Thefindingresultsrevealthat,underthestaticrewardandpunishmentstrategy,therevolutionaryprocessoftrilateralgamestrategyisalwaysunstablewhethertheinitialbehaviorstrategyisunitaryormixed.Therefore,itismorereasonableforthegovernmenttoadoptthestrategyofdynamicrewardandpunishment,anditisalsostableandreciprocalforallthestakeholderswhenimplementingthisstrategy.
简介:Socialmediaandconsumerbehaviorareincreasinglyimportantinbusinessnowadays.Asanewformofadvertising,socialmediadofacilitatetheincreaseindemandandbringachallengetomanufactures.Whileresearchersdemonstratedthatinsufficientcapacitygeneratesthelossintheprocessofsales,anoppositeconclusionhasbeenobtainedthattheprofitislargerininsufficientcapacity.Thisstudyinvestigatesthissituationofamanufacturer.Wedevelopamultiperiodmodelofinsufficientcapacityconcerningwithsocialmediaandconsumerbehavior.Ancalculationofthemodelindicatesthatagreatchangeappearsinthedemandofeachperiod.Toensurethemaximumprofit,thecapacityofeachperiodiscomputed.Andtheprofitisalmost8timeslargerthanthatwedonotconsidersocialmediaandconsumerbehavior.Wediscusstheimplicationsofourfindingsforboththeoryandpractice.
简介:Inthispaper,weinvestigatethedisparitiesofChina’sinsurancemarketfromtheviewpointofgeographyandenterprisebyusingthemonthlydatafromJanuary2006toDecember2015.Wedividethewholeinsurancemarketintotwoparts,namelypropertyinsuranceandpersonalinsurance.Byconstructingandanalyzingminimumspanningtreesofinsurancemarket,weobtaintheresultsasfollows:(i)Theconnectionsbetweenprovincesaremuchcloserthanthoseoffirms,andthereareregionallinksbetweenneighboringprovincesintheminimumspanningtree(MST);and(ii)thedomesticfundedfirmsandforeignfundedfirmsformtwoexplicitclustersintheMSTsofpropertyandpersonalinsurancemarket.