[神经网络与基因遗传理论及其在水电能源系统中的应用研究]韦柳涛

【神经网络与基因遗传理论及其在水电能源系统中的应用研究】韦柳涛.pdfTHEORETICALSTUDYONARTIFICAL NEURALNETWORKANDGENETIC ALGORITHMANDITSAPPLICATIONIN HYDRAULICENERGYSYSTEM by Wei Liutao Directed byProfessor LiuYuqi andProfessorYuJinjiang ADissertation Submittedto theFacultyoftheGraduateSchoolof HuazhongUniversity of Science and Technology inPartial FulfillmentoftheReABSTRACT Since1950s,alargequalityofresearcheshavebeenperformedonoptimaldis-patch of hydraulic energy system,however,a lot ofproblems have not been solved.For examples,the discontinuous,underivation and nonlinear phenomenon are diffi-culttobehandled,thecalculatingspeedisslowandexpertknowedgeishard目录 1人工神经元网络及其在能源系统设计运行管理中的应用 人工神经元网络的学习训练与优化理论 神经网络训练算法的改进策略 非线性约束优化的神经网络模型 启发式基因遗传算法及其对神经网络学习训练的改进 3.
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