Solving the Delay Constrained Multicast Routing Problem Using the Transiently Chaotic Neural Network
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Binary Optimization: On the Probability of a Local Minimum Detection in Random Search
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
On-Demand Chaotic Neural Network for Broadcast Scheduling Problem
ICCSA '09 Proceedings of the International Conference on Computational Science and Its Applications: Part II
A novel chaotic neural network with the ability to characterize local features and its application
IEEE Transactions on Neural Networks
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
ICNC'09 Proceedings of the 5th international conference on Natural computation
ICNC'09 Proceedings of the 5th international conference on Natural computation
IEEE Transactions on Neural Networks
A high order neural network to solve crossbar switch problem
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
CONTROL'05 Proceedings of the 2005 WSEAS international conference on Dynamical systems and control
Injecting Chaos in Feedforward Neural Networks
Neural Processing Letters
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
Transient chaotic discrete neural network for flexible job-shop scheduling
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
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 chaotic model of hippocampus-neocortex
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
Chaotic cellular neural networks with negative self-feedback
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Solving a constraint satisfaction problem for frequency assignment in low power FM broadcasting
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
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Recently Chen and Aihara have demonstrated both experimentally and mathematically that their chaotic simulated annealing (CSA) has better search ability for solving combinatorial optimization problems compared to both the Hopfield-Tank approach and stochastic simulated annealing (SSA). However, CSA may not find a globally optimal solution no matter how slowly annealing is carried out, because the chaotic dynamics are completely deterministic. In contrast, SSA tends to settle down to a global optimum if the temperature is reduced sufficiently slowly. Here we combine the best features of both SSA and CSA, thereby proposing a new approach for solving optimization problems, i.e., stochastic chaotic simulated annealing, by using a noisy chaotic neural network. We show the effectiveness of this new approach with two difficult combinatorial optimization problems, i.e., a traveling salesman problem and a channel assignment problem for cellular mobile communications.