Application of Hopfield neural network in unit commitment problemHopfield神经网络在机组组合问题中的应用Hopfield神经网络机组组合优化This paper presented an algorithm, based on multi-layer Hopfield neural network, for determining unit commitment. By constructing an appropriate energy function, a single layer ...
algorithmandHopfieldNeuralNetworkZHUXian.wen(InternationalCollege,HuanghuaiUniversity,Zhumadian463000,China)Abstrac~ThebasictheoriesofHopfieldNeuralNetwork(HNN)andGeneticAlgorithm(GA)areanalyzed,andtheapplicationofHopfieldNetworkinthecharacterrecognitionisdiscussed.AimingattheproblemthatHopfieldNeuralNetworkcaneasilyfallinto...
In practice, a CNNlearnsthe values of these filters on its own during the training process (although we still need to specify parameters such as number of filters, filter size, architecture of the networketc. before the training process). The more number of filters we have, the more image ...
5.Application of the Hopfield network in path planning of robotHopfield神经网络在机器人路径规划中的应用 6.Optimal path solution of road network based on Hopfield neural networkHopfield神经网络算法求解路网最优路径 7.Research of Hopfield Network and Its Application in Power Plant;Hopfield神经网络及其在...
Hopfield最早提出的网络是二值神经网络,神经元的输出只取1和0,所以,也称离散Hopfield神经网络(DHNN,DiscreteHopfieldNeural Network)。在离散Hopfield网络中,所采用的神经元是二值神经元,因此,所输出的离散值1和0分别表示神经元处于激活和抑制状态。网络结构 DHNN是一种单层、输出为二值的网络。 三个神经元组成的离散...
hopfield neural networkSt**tm 上传46.93 KB 文件格式 zip HNN This application is an attempt to solve the Traveling Salesman Problem with a Hopfield-Tank neural network, which is the classic solution点赞(0) 踩踩(0) 反馈 所需:1 积分 电信网络下载 ...
关键词:潜艇;目标运动要素解算;非正常误差;Amari.Hopfield神经网络 中图分类号:E919 文献标识码:ADOI:10.39690.issn.1673.3819.2011.05.023TheApplicationAmari—HopfieldNeuralNetworkinTMAYangXiao-huaDengPeng(the460thInstituteoftheUnit91439ofPLA,DaLianl16041,China)Abstact:AccordingtoabnormalerrorandnoregularityinTMA...
Hopfield神经网络在TSP问题中的应用
【关键词】噪声数字;离散Hopfie1d;正交化【中图分类号1TP183【文献标识码】B【文章编号11002—0802(2010)01—0126—03Noise—FigureIdentificationBasedonHopfieldNeuralNetworkFUDe—sheng,ZHANGXue—yongNanjingUniversityofInformationScience&Technology[Abstract]Identificationofthenoisefigurehasagoodapplicationprospectandis...
TheapplicationofHopfieldneuralnetworkintheTSPproblem LanZhaoqing Tutor:BaiYanping,Ik— Abstract TSPisatypicalprobleminthefieldofcombinatorialoptimization,thecoreofthis tostate,itproblemistofindtheshortcutincludingallthecities.Althoughitisverysimple solve,whatismore,ithasbeenprovedtoisnotSOeasytobetheNP—completepr...