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用神经网络求解划分问题

A Solution to Partitioning Problems Using Neural Network
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摘要 划分问题是一类常见的 NP完备的优化问题 ,本文利用推广的 Hopfield神经网络模型解决了划分问题 ,并取得了较好的效果 ,为这个问题的解决提供了一条新的途径。同时 ,也为解决其它优化问题提供了有益的启示。 Partitioning problems belong to a kind of NP complete optimization problems, which occur frequently in the real world. This paper introduces a solution to partitioning problems with satisfactory results by using extended Hopfield neural network. It proves a new approach to solving partitioning problems and gives helpful hints for solving other optimization problems.
出处 《微型电脑应用》 2000年第5期24-25,共2页 Microcomputer Applications
关键词 划分问题 优化问题 NP完备 神经网络 partitioning problem Hopfield model artificial neural network
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参考文献6

  • 1Hopfield,J.J.,"NeuralNetworks and Physical Systems with Emergent Co llective ComputationalAbilities",Proc.Natl.Acad.Sci.USA,79(1982)(April)),2554-2 558.
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  • 4Tank,D.W.& Hopfield,J.J., "Simple 'Neural 'Optimization Networks:on A/ DConvert,Signal Decision Circuit,and a Linear Programming Circuit",IEEE Trans.o nCircuits and Systems,CAS-33 No.5,533-541,1986(May).
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二级参考文献1

  • 1J. J. Hopfield,D. W. Tank. “Neural” computation of decisions in optimization problems[J] 1985,Biological Cybernetics(3):141~152

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