進化機械学習のテクニック:アルゴリズムと応用
Evolutionary Machine Learning Techniques
Algorithms and Applications
Algorithms for Intelligent Systems
Mirjalili, Seyedali (EDT)
Faris, Hossam (EDT)
Aljarah, Ibrahim (EDT)
- 出版社:Springer
- 出版年月:2019年 11月
- ISBN:9789813299894
- 装丁:HRD
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装丁について
- 言語:ENG
- 巻数・ページ数:274 p.
- 分類: 人工知能
- DDC分類:006
- 内容紹介:
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Discussing the most highly regarded methods for classification, clustering, regression, and prediction, it includes techniques such as support vector machines, extreme learning machines, evolutionary feature selection, artificial neural networks including feed-forward neural networks, multi-layer perceptron, probabilistic neural networks, self-optimizing neural networks, radial basis function networks, recurrent neural networks, spiking neural networks, neuro-fuzzy networks, modular neural networks, physical neural networks, and deep neural networks.