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Current-Mode Chaotic Neuron Circuit for the Traveling Salesman Problem

机译:旅行商问题的电流模式混沌神经元电路

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摘要

In order to install a chaotic neural network to solve the traveling salesman problem (TSP) on an integrated circuit, a chaotic neuron circuit is designed by using a current mode circuit. First, the characteristics of the output function of the neuron circuit are determined by numerical simulation so that they have excellent capability to solve the TSP. Next, the network is designed such that the chaotic neural network consisting of the designed neuron circuits can seek the optimum solution efficiently.
机译:为了在集成电路上安装混沌神经网络来解决旅行商问题(TSP),利用电流模式电路设计了混沌神经元电路。首先,通过数值模拟确定神经元电路输出函数的特性,以使其具有出色的求解TSP的能力。接下来,对网络进行设计,使得由设计的神经元电路组成的混沌神经网络可以有效地寻求最佳解决方案。

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