Applications of Learning Classifier Systems

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Bull, Larry (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2004.
• Έκδοση: 1st ed. 2004.
• Σειρά: Studies in Fuzziness and Soft Computing, 150
• Θέματα: Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Control engineering.; Robotics.; Mechatronics.; Artificial Intelligence.; Mathematical and Computational Engineering.; Applications of Mathematics.; Control, Robotics, Mechatronics.
• Φυσική περιγραφή: VIII, 305 p. online resource.
• ISBN: 9783540399254
• ISSN: 1434-9922 ;
• DOI: 10.1007/978-3-540-39925-4

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.