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1、fractionationcolumnoperationparameter,theParetosetsweregiventochoose;(4)TosolvethedrawbacksofprematureconvergenceandlowcomputationalefficiencyofNSGA-II,ahybridalgorithmwasproposedwhichcouplesMOLCAandNSGA-II,namelyMOLCA-NSGA-II.Itperformedbetterinconvergence,di
2、stributionandoperatingefficiencyonthetestproblemsthanNSGA-II.DoubleobjectiveofrecoveryofolefinsandenergyconsumptioninMTOseparationprocessareoptimizedbyMOLCA-NSGA-IIontheAspenPlusandMATLABintegrationplatform,whichprovidingmeaningfulguidanceforthepracticaloperat
3、ion.Keywords:multi-objectiveoptimization,Line-upCompetition,MOLCA,NSGA-II,processsimulationIII萬(wàn)方數(shù)據(jù)目錄中文摘要...............................................................................................................IAbstract....................................
4、.............................................................................II第1章緒論.......................................................................................................11.1研究的背景與意義.............................................................
5、...................11.2研究現(xiàn)狀分析........................................................................................21.2.1多目標(biāo)優(yōu)化算法的研究進(jìn)展......................................................21.2.2多目標(biāo)優(yōu)化算法的應(yīng)用進(jìn)展.....................................................
6、.41.2.3列隊(duì)競(jìng)爭(zhēng)算法的研究與應(yīng)用進(jìn)展.............................................51.3本文研究?jī)?nèi)容........................................................................................6第2章非支配遺傳算法和列隊(duì)競(jìng)爭(zhēng)算法基礎(chǔ)知識(shí).......................................82.1多目標(biāo)優(yōu)化問(wèn)題........................
7、............................................................82.1.1多目標(biāo)優(yōu)化問(wèn)題的描述.............................................................82.1.2Pareto優(yōu)化的相關(guān)定義...............................................................82.2列隊(duì)競(jìng)爭(zhēng)算法LCA............................
8、.................................................102.2.1算法框架...................................................................................102.2.2主要操作算子........................