Hybrid Self-Organizing Modeling Systems

The Group Method of Data Handling (GMDH) is a typical inductive modeling method that is built on principles of self-organization for modeling complex systems. However, it is known to often under-perform on non-parametric regression tasks, while time series modeling GMDH exhibits a tendency to find v...

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Bibliographic Details
Call Number:Libro Electrónico
Corporate Author: SpringerLink (Online service)
Other Authors: Onwubolu, Godfrey C. (Editor)
Format: Electronic eBook
Language:Inglés
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edition:1st ed. 2009.
Series:Studies in Computational Intelligence, 211
Subjects:
Engineering mathematics.
Engineering-Data processing.
Artificial intelligence.
System theory.
Mathematics.
Mathematical physics.
Mathematical and Computational Engineering Applications.
Artificial Intelligence.
Complex Systems.
Applications of Mathematics.
Theoretical, Mathematical and Computational Physics.
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