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Competitive Hopfield Network Combined with Variable Neighborhood Search for Maximum Diversity Problems
结合变邻域搜索的竞争Hopfield神经网络解决最大分散度问题

Keywords: Variable neighborhood search,Hopfield network,Maximum diversity problem
变邻域搜索
,Hopfield神经网络,最大分散度问题

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Abstract:

A discrete competitive Hopfield neural network (DCHNN) combined with variable neighborhood search (VNS) was proposed for the maximum diversity problem.In order to overcome the local minima problem of DCHNN,the idea of VNS was introduced into DCHNN.Once the network is trapped in local minima,the VNS can generate a new search neighborhood for DCHNN.Thus,the proposed algorithm can escape from local minima and further search better results.Finally,simulation results on the maximum diversity problem show that th...

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