Studies on Optimization Algorithms for Some Artificial Neural Networks Based on Genetic Algorithm (GA)

Artificial Neural Networks (ANNs) are the nonlinear and adaptive information processing systems which are combined by numerous processing units, with the characteristics of self-adapting, self-organizing and realtime learning, and play an important in pattern recognition, machine learning and data mining. But the authors have encountered many problems, such as the selection of the structure and the parameters of the networks, the selection of the learning samples, the selection of the initial values, the convergence of the learning algorithms and so on.

Provided by: Academy Publisher Topic: Big Data Date Added: May 2011 Format: PDF

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