【摘要】 针对Hopfield网络求解TSP问题经常出现局部最优解,将粒子群算法(PSO)与Hopfield神经网络结合,提出一种基于粒子群的Hopfield神经网络方法。实验证实这种方法能够以更大概率收敛到全局最优。更多还原

【Abstract】 Since the Hopfield network solving traveling salesman problem often suffers from being trapped in local extrema,The particle swarm optimization(PSO) and Hopfield neural networks(HNN) are combined,and proposed a novel algorithm,PSO-HNN.Experiments showcase that the proposed method can converge on global extrema with a higher probability than Hopfield Solving TSP.更多还原