A study on residence error of training an extreme learning machine and its application to evolutionary algorithms

Author:

Fu Ai-Min,Wang Xi-Zhao,He Yu-LinORCID,Wang Lai-Sheng

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference29 articles.

1. The sample complexity of pattern classification with neural networks: the size of the weights is more important than the size of the network;Bartlett;IEEE Trans. Inf. Theory,1998

2. Handwritten character recognition using wavelet energy and extreme learning machine;Chacko;Int. J. Mach. Learn. Cybern.,2012

3. T. Falas, A.G. Stafylopatis, The impact of the error function selection in neural network-based classifiers, in: Proceedings of the 1999 IEEE International Joint Conference on Neural Networks (IJCNN׳99), 1999, pp. 1799–1804.

4. Error minimized extreme learning machine with growth of hidden nodes and incremental learning;Feng;IEEE Trans. Neural Netw.,2009

5. Genetic Algorithms and Engineering Optimization;Gen,2000

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