Machine learning : neural networks, genetic algorithms, and fuzzy systems

著者

• Adeli, Hojjat
• Hung, Shih-Lin

書誌事項

Machine learning : neural networks, genetic algorithms, and fuzzy systems

Hojjat Adeli, Shih-Lin Hung

Wiley, c1995

注記

Includes bibliographical references (p. 203-208) and index

内容説明・目次

内容説明

Covering the development of machine learning algorithms, this text offers descriptions of object oriented programming, neural networks, genetic algorithms and fuzzy set theory. Examples are used from the fields of engineering design and image recognition.

目次

• Perceptron Learning with a Hidden Layer
• An Object-Oriented Backpropagation Learning Model
• Concurrent Backpropagation Learning Algorithms
• An Adaptive Conjugate Gradient Learning Algorithm for Efficient Training of Neural Networks
• A Concurrent Adaptive Conjugate Gradient Learning Algorithm on MIMD Shared Memory Machines
• A Concurrent Genetic/Neural Network Learning Algorithm for MIMD Shared Memory Machines
• A Hybrid Learning Algorithm for Distributed Memory Multicomputers
• A Fuzzy Neural Network Learning Model
• Appendices
• References
• Index.

「Nielsen BookData」 より

詳細情報

• NII書誌ID(NCID): BA24066754
• ISBN:
  • 0471016330
• LCCN: 94011321
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: New York
• ページ数/冊数: xii, 211 p.
• 大きさ: 25 cm
• 分類:
  • LCC : Q325.5
  • DC20 : 006.3/1
• 件名:
  • LCSH : Machine learning