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- W2364634493 abstract "BP algorithm is widely used as a multi-layer feed-forward neural network model.Aiming at low precision,long search time,prone to local optimum problems,and according to chaos theory of global optimization idea,chaos optimization and combination of feed-forward neural network based on multiple-carrier technology was proposed.Using the approximate optimal result has been found in heuristic search method of global optimization to train the neural network,boolean function recognition,curve approximation,pattern recognition were validated.The results indicate that the algorithm has better generalization ability and fast global convergence of performance,especially for small and medium-scale networks,chaos optimization algorithm in training time,the global convergence rate are better than BP algorithm." @default.
- W2364634493 created "2016-06-24" @default.
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- W2364634493 date "2010-01-01" @default.
- W2364634493 modified "2023-09-23" @default.
- W2364634493 title "Multi-layer feed-forward neural network based on chaos optimization algorithm" @default.
- W2364634493 hasPublicationYear "2010" @default.
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