A new method of improving Wang and Smith's chaotic neural network

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

Volumn 3, Issue , 2002, Pages 1994-1997

  Zheng, Liying ^a   Wang, Kejun ^a   Tian, Kai ^a  

^a HARBIN ENGINEERING UNIVERSITY   (China)

Author keywords

Chaotic neural networks; Chaotic simulated annealing; Cost function; Traveling salesman problem

Indexed keywords

ASYMPTOTIC STABILITY; BIFURCATION (MATHEMATICS); CHAOS THEORY; COMPUTER SIMULATION; CONVERGENCE OF NUMERICAL METHODS; DIFFERENCE EQUATIONS; PARAMETER ESTIMATION; SIMULATED ANNEALING; TRAVELING SALESMAN PROBLEM;

CHAOTIC NEURAL NETWORKS; CHAOTIC SIMULATED ANNEALING; COMBINATORIAL OPTIMIZATION; COST FUNCTION;

NEURAL NETWORKS;

EID: 0036951636     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Yuyao He, Lipo Wang, "Chaotic neural networks and their applications", in Proceedings of the 3rd World Congress on Intelligent Control and Automation, 2000, pp. 826-830
2. L. Chen, K. Aihara, "Chaotic simulated annealing by neural network model with transient chaos", Neural Networks, vol. 8, no. 6, Jun. 1995, pp. 915-930
3. L. Wang, K. Smith, "On chaotic simulated annealing", IEEE Trans Neural Net., vol. 9. no. 4, July, 1998, pp. 716-718
4. Hayakawa Y, Marumoto A, "Effects of the chaotic optimization problems", Physical Review E, vol. 51, no. 4, 1995 pp. 2693-2696
5. J.J. Hopfield, "Neurons with graded response have collective computational properties like those of two-state neurons", in proc. Nat. Academy Sci. USA, vol. 81, May 1984, pp. 3088-3092
6. Teren Kwok, Kate A. Smith, "A unified framework for chaotic neural network approaches to combinatorial optimization", IEEE Trans on Neural Networks, vol.10, no.4, 1999, pp. 978-981
7. Licheng Jiao, theory of neural network system, Xi'an, 1990, pp. 52-67
8. J.J. Hopfield, D.W. Tank, "Neural computation of decisions in optimization problems", Biological Cyborenetics, vol.52, no.3, 1985, pp. 141-152