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Hopfield neural networks for Job-Shop scheduling problems based on improved energy function
一种Hopfield神经网络能量函数改进下的作业车间调度*

Keywords: Hopfield neural network,Energy functions,Job-shop scheduling,Combinatorial optimization
Hopfield神经网络
,能量函数,作业车间调度,组合优化

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Abstract:

Because the objective function of Job-Shop scheduling problem(JSSP) can not be transposed matrix elements in the form of a mathematical formula,there is no guarantee that a global optimal solution.First,this paper improved the permutation matrix,gave a new energy function with objective function.Then it proposed the modified Hopfield neural network for JSSP,and applied the simulated annealing algorithm to the Hopfield neural network to avoid a local maximum.The simulation results show that the method has th...

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