Inductive Learning Algorithms for Complex Systems Modeling - Hardcover

Madala, H.R.

Hardcover

ISBN 10: 1315894394 ISBN 13: 9781315894393

Publisher: CRC Press, 2017

Synopsis

Inductive Learning Algorithms for Complex Systems Modeling is a professional monograph that surveys new types of learning algorithms for modeling complex scientific systems in science and engineering. The book features discussions of algorithm development, structure, and behavior; comprehensive coverage of all types of algorithms useful for this subject; and applications of various modeling activities (e.g., environmental systems, noise immunity, economic systems, clusterization, and neural networks). It presents recent studies on clusterization and recognition problems, and it includes listings of algorithms in FORTRAN that can be run directly on IBM-compatible PCs. Inductive Learning Algorithms for Complex Systems Modeling will be a valuable reference for graduate students, research workers, and scientists in applied mathematics, statistics, computer science, and systems science disciplines. The book will also benefit engineers and scientists from applied fields such as environmental studies, oceanographic modeling, weather forecasting, air and water pollution studies, economics, hydrology, agriculture, fisheries, and time series evaluations.

About this title

About the Author

H.R. Madala

Edition details

• Publisher: CRC Press
• Publication date: 2017
• Language: English
• ISBN 10: 1315894394
• ISBN 13: 9781315894393
• Binding: Hardcover
• Edition number: 1
• Number of pages: 380