Self-Organizing Transient Chaotic Neural Network for Cellular Channel Assignment
Neural Processing Letters
Channel Assignment for Mobile Communications Using Stochastic Chaotic Simulated Annealing
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
A self-organising neural network with intermittent switching dynamics for combinatorial optimisation
Design and application of hybrid intelligent systems
A continuous Hopfield network equilibrium points algorithm
Computers and Operations Research
A new parameter control method for S-GCM
Pattern Recognition Letters
Minimizing interference in satellite communications using transiently chaotic neural networks
Computers & Mathematics with Applications
Optimal matching by the transiently chaotic neural network
Applied Soft Computing
Chaotic particle swarm optimization
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
A novel chaotic neural network with the ability to characterize local features and its application
IEEE Transactions on Neural Networks
Effect of white noises on chaotic neural network
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Chaotic neural network with self-feedback of trigonometric function and its application
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
The analysis of the energy function of chaotic neural network with white noise
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
IEEE Transactions on Neural Networks
Image encryption using index based chaotic sequence, M sequence and gold sequence
Proceedings of the 2011 International Conference on Communication, Computing & Security
Image encryption using a new chaos based encryption algorithm
Proceedings of the 2011 International Conference on Communication, Computing & Security
Dealing with biometric multi-dimensionality through chaotic neural network methodology
International Journal of Information Technology and Management
On-demand chaotic neural network for broadcast scheduling problem
The Journal of Supercomputing
On a chaotic neural network with decaying chaotic noise
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
A two-dimension chaotic sequence generating method and its application for image segmentation
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
VSMM'06 Proceedings of the 12th international conference on Interactive Technologies and Sociotechnical Systems
Modeling and optimization of high-technology manufacturing productivity
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
A closed loop algorithms based on chaos theory for global optimization
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Comparative study of chaotic neural networks with different models of chaotic noise
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
A class of chaotic neural network with morlet wavelet function self-feedback
ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
A study of the transiently chaotic neural network for combinatorial optimization
Mathematical and Computer Modelling: An International Journal
Critical temperature of the transiently chaotic neural network
Mathematical and Computer Modelling: An International Journal
Hybrid parallel chaos optimization algorithm with harmony search algorithm
Applied Soft Computing
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Chen and Aihara (1995) proposed a chaotic simulated annealing approach to solving optimization problems. By adding a negative self coupling to a network model proposed earlier by Aihara et al. and gradually removing this negative self-coupling, they used the transient chaos for searching and self-organizing, thereby achieving great improvement over other neural-network approaches to optimization problems with or without simulated annealing. In this paper we suggest a new approach to chaotic simulated annealing with guaranteed convergence and minimization of the energy function by gradually reducing the time step in the Euler approximation of the differential equations that describe the continuous Hopfield neural network. This approach eliminates the need to carefully select other system parameters. We also generalize the convergence theorems of Chen and Aihara to arbitrarily increasing neuronal input-output functions and to less restrictive and yet more compact forms