基于对称拉丁超立方设计的多目标进化算法的中期报告摘要：本文旨在介绍基于对称拉丁超立方设计的多目标进化算法的中期研究报告。首先，文章介绍了问题的背景和研究动机，指出使用对称拉丁超立方设计可以有效减少多目标优化算法的计算复杂度。接着，文章详细介绍了多目标优化问题的定义和求解方法，并结合实际应用案例分析了多目标优化问题的特点和难点。其次，文章提出了基于对称拉丁超立方设计的多目标进化算法，并详细讨论了算法的具体实现方式和性能评估方法。最后，文章通过多次实验验证了算法的可行性和有效性，并提出了进一步的改进方向。关键词：对称拉丁超立方设计；多目标优化问题；进化算法；性能评估Abstract:Thispaperaimstointroducethemidtermresearchreportofthemulti-objectiveevolutionaryalgorithmbasedonsymmetricLatinhypercubedesign.Firstly,thebackgroundandresearchmotivationoftheproblemareintroduced,anditispointedoutthattheuseofsymmetricLatinhypercubedesigncaneffectivelyreducethecomputationalcomplexityofmulti-objectiveoptimizationalgorithms.Then,thedefinitionandsolutionmethodsofmulti-objectiveoptimizationproblemsareintroducedindetail,andthecharacteristicsanddifficultiesofmulti-objectiveoptimizationproblemsareanalyzedwithpracticalapplicationcases.Secondly,thispaperproposesamulti-objectiveevolutionaryalgorithmbasedonsymmetricLatinhypercubedesign,anddiscussesthespecificimplementationmethodandperformanceevaluationmethodofthealgorithmindetail.Finally,thefeasibilityandeffectivenessofthealgorithmareverifiedthroughmultipleexperiments,andfurtherimprovementdirectionsareproposed.Keywords:SymmetricLatinHypercubeDesign；Multi-objectiveoptimizationproblem；EvolutionaryAlgorithm；PerformanceEvaluation