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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Détails bibliographiques
Cote:Libro Electrónico
Collectivité auteur: SpringerLink (Online service)
Autres auteurs: Onwubolu, Godfrey C. (Éditeur intellectuel)
Format: Électronique eBook
Langue:Inglés
Publié: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Édition:1st ed. 2009.
Collection:Studies in Computational Intelligence, 211
Sujets:
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.
Accès en ligne:Texto Completo
Table des matières:
  • Hybrid Computational Intelligence and GMDH Systems
  • Hybrid Genetic Programming and GMDH System: STROGANOFF
  • Hybrid Genetic Algorithm and GMDH System
  • Hybrid Differential Evolution and GMDH Systems
  • Hybrid Particle Swarm Optimization and GMDH System
  • GAME - Hybrid Self-Organizing Modeling System Based on GMDH.

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