Title :
Dynamical behavior of a chaotic neural and its application to optimization problems
Author :
Tanaka, Toshijiro ; Hiura, Etsumasa
Author_Institution :
Dept. of Inf. Sci., Hiroshima Prefecture Univ., Japan
fDate :
31 July-4 Aug. 2005
Abstract :
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.
Keywords :
chaos; neural nets; optimisation; chaotic dynamics; chaotic neural network; dynamical behavior; optimization problem; piecewise sine map; Associative memory; Chaos; Computer networks; Electronic mail; Hopfield neural networks; Information processing; Information science; Neural networks; Neurons; Traveling salesman problems;
Conference_Titel :
Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on
Print_ISBN :
0-7803-9048-2
DOI :
10.1109/IJCNN.2005.1555946
