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《改進(jìn)的pso算法與其電機(jī)優(yōu)化中的應(yīng)用》由會員上傳分享，免費(fèi)在線閱讀，更多相關(guān)內(nèi)容在應(yīng)用文檔-天天文庫。
1、＼中山大學(xué)碩士畢業(yè)論改進(jìn)的PSO算法及其在電機(jī)優(yōu)化中的應(yīng)用TitIe：TheModifiedPSOAlgorithmandItsApplicationinMotoroptimizat．ionNajor：ComputerSoftwareandTheoryName：LiuZhiyangSuprevisor：ProfessorChengLiangyuAbstractInthe21stcentury，optimizationtheoryandrelatedalgorithmshaveincreasinglycomeintogreat
2、lydevelopment．Althoughthetraditionalmethodsofoptimizationhavetheadvantagesofmaturetheoryandwideapplication，theycan’teffectivelysolvetheoptimizationproblemsduetocontinuousenhancementoftheoptimizationrequirementsanddevelopmentofmodernscienceandtechnology．Meanwhile，as
3、onekindswarmintelligencealgorithmandwithsimpleandeffectivefeatures，Particleswarmoptimization(PSO)algorithmwasintroducedinthefieldofoptimization，whichcanprovideabroadresearchspace．Thusitcauseswideattention．Basedonreadinglargenumberofdomesticandforeignliterature，this
4、dissertationfirstlycomprehensivelyanalysesthecurrentresearchsituationandmeaningofPSOalgorithmandmotoroptimization．Secondly，itdiscussestheirrelevanttheoreticalknowledge，whichcanlaythefoundationforthealgorithm’Simprovementanditsapplicationinspecificmotoroptimizationp
5、roject．Thirdly，combinedwithmulti—objectiveoptimizationalgorithm，theimprovedmulti—objectivePSOalgorithmisputforward．AsimulationexperimentiScarriedouttoimplementtheimprovedalgorithm’SprocessbyMatlabandexperimentalresultsverifythatitisbetterthansomeofthesimilaralgorit
6、hm．ⅡFourthly，combinedwithcomplexalgorithm，thehybridcomplexPSOalgorithmisputforward．Asimulationexperimentiscarriedouttoimplementthehybridalgorithm’SprocessbyMatlabandexperimentalresultsverifythatithasstronggobalsearchability．Finally，withamotoroptimizationprojectbase
7、donMicrosoft．NETplatform，thehybridalgorithmisusedinspecificmotoroptimizationprocedure．Thefinaldatashowsthat：inthesameconditionandcomparedwiththeoriginalproject，motor’ScostperformanceisbetterimprovedbytheuseofthehybridalgorithmoptimizationofthiSdissertation．中山大學(xué)碩士畢業(yè)
8、論改進(jìn)的PSO算法及其在電機(jī)優(yōu)化中的應(yīng)用摘要ABSTRACT目錄目錄第1章緒論??．ⅡⅣ11．1引言????????????????????????????????????．11．2國內(nèi)外研究現(xiàn)狀??????????????????????．31．3論文的主要內(nèi)容?????????????
