混沌神经系统的动态行为及其在优化问题中的应用

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. Pub Date : 2005-12-27 DOI:10.1109/IJCNN.2005.1555946

T. Tanaka, E. Hiura

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引用次数: 8

摘要

考虑了具有混沌动力学的模拟神经元模型，并研究了由该神经元组成的混沌神经网络。混沌神经元模型有一个由分段正弦映射演化而来的内变量，它表现出混沌行为。将混沌神经网络应用于一个定义良好的优化问题，以考察该模型的计算能力。

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Dynamical behavior of a chaotic neural and its application to optimization problems

A model of an analog neuron with chaotic dynamics has been considered, and a chaotic neural network composed of this neuron has also been studied. The chaos neuron model has an internal variable which is evolved by a piecewise sine map, and it shows chaotic behavior. The chaotic neural network is applied to a well-defined optimization problem in order to investigate computational abilities of the present model.

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Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.

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