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Project Scheduling问题和Job-Shop问题的神经网络解 被引量:1

SOLVING PROJECT SCHEDULING PROBLEM AND JOB - SHOP PROBLEM BY NEURAL NETWORK
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摘要 Project Scheduling问题和Job-Shop问题是著名的NP难题。本文用神经网络方法去解这两个问题,软件模拟结果是令人满意的。这种方法也为解一大类组合优化问题提供了一个新的途径。 Project Scheduling problem and Job-Shop problem are known as the difficult NP ones. In the paper, we solve them by neural network method. Their software simulations show that the results are satifactory, and provide a new channal for solving a larger class of optimizations problems.
出处 《计算机应用与软件》 CSCD 1998年第2期21-28,共8页 Computer Applications and Software
关键词 JOB-SHOP问题 神经网络 优化问题 Project Scheduling problem, Job-Shop problem, Hopfield model, artificial neural network.
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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

同被引文献5

  • 1陶增乐,章炯民,吴文娟.推广的Hopfield神经网络模型[J].计算机应用与软件,1996,13(4):6-12. 被引量:3
  • 2Hopfield,J.J.,"NeuralNetworks and Physical Systems with Emergent Co llective ComputationalAbilities",Proc.Natl.Acad.Sci.USA,79(1982)(April)),2554-2 558.
  • 3Hopfield,J.J.,"Neurals with Graded r、Response Have Collective Compu tationalProperties like Those of Two-state Neurons",Proc.Natl.Acad.Sci.USA,81(1984(May)),3088-3092
  • 4Hopfield,J.J. & Tank,D.W.,"Neural Computation of Decisions in Optimization Problem",Biol.Cybern.52,1985.
  • 5Tank,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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