Applications of learning classifier systems

Applications of learning classifier systems

This carefully edited book brings together a fascinating selection of applications of Learning Classifier Systems (LCS). The book demonstrates the utility of this machine learning technique in recent real-world applications in such domains as data mining, modeling and optimization, and control. It s...

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Weitere Verfasser: Bull, Larry (HerausgeberIn)
Format: UnknownFormat
Sprache:eng
Veröffentlicht: Berlin, Heidelberg u.a. Springer 2004
Schriftenreihe:Studies in fuzziness and soft computing 150
Schlagworte:
Machine learning > Aufsatzsammlung > Lernendes System > Automatische Klassifikation > Data Mining > Maschinelles Lernen > Soft Computing
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Zusammenfassung:This carefully edited book brings together a fascinating selection of applications of Learning Classifier Systems (LCS). The book demonstrates the utility of this machine learning technique in recent real-world applications in such domains as data mining, modeling and optimization, and control. It shows how the LCS technique combines and exploits many Soft Computing approaches into a single coherent framework to produce an improved performance over other approaches. TOC:Section 1 ? Data Mining.- Section 2 ? Modelling and Optimization.- Section 3 ? Control
Beschreibung:Literaturangaben
Beschreibung:VIII, 305 S
graph. Darst
ISBN:3540211098
3-540-21109-8