基于非支配排序遺傳算法的換熱網(wǎng)絡(luò)多目標(biāo)優(yōu)化的開(kāi)題報(bào)告摘要換熱網(wǎng)絡(luò)是化工、能源、石油等行業(yè)中的重要設(shè)備，在實(shí)際應(yīng)用中，多個(gè)目標(biāo)需要同時(shí)考慮，對(duì)于優(yōu)化設(shè)計(jì)提出了新的挑戰(zhàn)。本文研究了基于非支配排序遺傳算法的換熱網(wǎng)絡(luò)多目標(biāo)優(yōu)化，主要研究以下內(nèi)容：1.綜述換熱網(wǎng)絡(luò)的結(jié)構(gòu)和多目標(biāo)優(yōu)化問(wèn)題。2.介紹非支配排序遺傳算法及其基本原理，著重分析其中的快速非支配排序算法和多目標(biāo)分配算法。3.設(shè)計(jì)換熱網(wǎng)絡(luò)多目標(biāo)優(yōu)化的數(shù)學(xué)模型，將其轉(zhuǎn)化為求解非支配解集的問(wèn)題。4.基于MATLAB環(huán)境，編寫(xiě)程序?qū)Q熱網(wǎng)絡(luò)進(jìn)行多目標(biāo)優(yōu)化，采用不同的權(quán)重和決策方法進(jìn)行比較分析。5.通過(guò)實(shí)驗(yàn)結(jié)果分析，驗(yàn)證了算法的有效性和優(yōu)越性。本文主要解決換熱網(wǎng)絡(luò)在多目標(biāo)優(yōu)化中的問(wèn)題，為實(shí)際應(yīng)用提供了一種優(yōu)化設(shè)計(jì)方法。關(guān)鍵詞：換熱網(wǎng)絡(luò)；多目標(biāo)優(yōu)化；非支配排序遺傳算法；MATLABAbstractHeatexchangernetworkisanimportantequipmentinchemical,energy,petroleumandotherindustries.Inpracticalapplications,multipleobjectivesneedtobeconsideredsimultaneously,whichposesnewchallengesforoptimizationdesign.Thispaperstudiesthemulti-objectiveoptimizationofheatexchangernetworkbasedonnon-dominatedsortinggeneticalgorithm.Themainresearchcontentsareasfollows:1.Overviewofthestructureofheatexchangernetworkandmulti-objectiveoptimizationproblem.2.Introductionofnon-dominatedsortinggeneticalgorithmanditsbasicprinciples,focusingonthefastnon-dominatedsortingalgorithmandmulti-objectiveallocationalgorithm.3.Designthemathematicalmodelofmulti-objectiveoptimizationofheatexchangernetworkandconvertitintotheproblemofsolvingnon-dominatedsolutionsets.4.BasedontheMATLABenvironment,writeaprogramtocarryoutmulti-objectiveoptimizationofheatexchangernetwork,andcompareandanalyzedifferentweightsanddecision-makingmethods.5.Throughexperimentalresultsanalysis,theeffectivenessandsuperiorityofthealgorithmareverified.Thispapermainlysolvestheproblemofheatexchangernetworkinmulti-objectiveoptimization,andprovidesanoptimizationdesignmethodforpracticalapplication.Keywords：heatexchangernetwork;multi-objectiveoptimization;non-dominatedsortinggeneticalgorithm;MATLAB章節(jié)劃分1.緒論1.1研究背景和意義1.2國(guó)內(nèi)外研究現(xiàn)狀1.3論文主要內(nèi)容和結(jié)構(gòu)2.非支配排序遺傳算法2.1遺傳算法概述2.2非支配排序遺傳算法基本原理2.3快速非支配排序算法2.4