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portada Inductive Learning Algorithms for Complex Systems Modeling
Type
Physical Book
Author
Publisher
Language
English
Pages
380
Format
Hardcover
ISBN13
9781315894393
Edition No.
1
Categories

Inductive Learning Algorithms for Complex Systems Modeling

H. R. Madala (Author) · CRC Press · Hardcover

Inductive Learning Algorithms for Complex Systems Modeling - Madala, H. R.

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Synopsis "Inductive Learning Algorithms for Complex Systems Modeling"

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.

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