ENGLISH

Inductive Learning Algorithms for Complex Systems Modeling

By H.R. Madala , Alexy G. Ivakhnenko

Book information

Year
1994
ISBN
0849344387, 9780849344381
LCC
T57.6 .M313 1994
Open Library ID
OL1414762M
Language
english
Format
PDF
Filesize
8 MB (8611123 bytes)
Edition
1
Pages
384\373
Topic
Education
Time added
2011-06-04 13:46:07

Description

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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