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 very complex polynomials that cannot model well future, unseen oscillations of the series. In order to alleviate these problems, GMDH has been recently hybridized with some computational intelligence (CI) techniques resulting in more robust and flexible hybrid intelligent systems for solving complex, real-world problems. The central theme of this bo…
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Produktdetails
- ISBN: 978-3-642-01529-8
- EAN: 9783642015298
- Produktnummer: 31959966
- Verlag: Springer Nature EN
- Sprache: Englisch
- Erscheinungsjahr: 2009
- Seitenangabe: 282 S.
- Masse: H23.5 cm x B15.5 cm 1'330 g
- Abbildungen: s/w. Tabellen
- Reihenbandnummer: 211
- Gewicht: 1330
- Sonstiges: Research
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