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...
Saved in:
| Other Authors: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2004
|
| Series: | Studies in Fuzziness and Soft Computing
150 |
| Subjects: | |
| Online Access: | FHI01 BTU01 Volltext |
| Summary: | 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 |
| Physical Description: | 1 Online-Ressource (VIII, 305 p) |
| ISBN: | 9783540399254 |
| DOI: | 10.1007/978-3-540-39925-4 |
Staff View
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| spelling | Applications of Learning Classifier Systems edited by Larry Bull Berlin, Heidelberg Springer Berlin Heidelberg 2004 1 Online-Ressource (VIII, 305 p) txt rdacontent c rdamedia cr rdacarrier Studies in Fuzziness and Soft Computing 150 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 Computer Science Artificial Intelligence (incl. Robotics) Appl.Mathematics/Computational Methods of Engineering Applications of Mathematics Control, Robotics, Mechatronics Computer science Artificial intelligence Applied mathematics Engineering mathematics Control engineering Robotics Mechatronics Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Automatische Klassifikation (DE-588)4120957-6 gnd rswk-swf Soft Computing (DE-588)4455833-8 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Lernendes System (DE-588)4120666-6 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content Maschinelles Lernen (DE-588)4193754-5 s Soft Computing (DE-588)4455833-8 s 2\p DE-604 Lernendes System (DE-588)4120666-6 s Automatische Klassifikation (DE-588)4120957-6 s 3\p DE-604 Data Mining (DE-588)4428654-5 s 4\p DE-604 Bull, Larry edt Erscheint auch als Druck-Ausgabe 9783642535598 https://doi.org/10.1007/978-3-540-39925-4 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 4\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Applications of Learning Classifier Systems Computer Science Artificial Intelligence (incl. Robotics) Appl.Mathematics/Computational Methods of Engineering Applications of Mathematics Control, Robotics, Mechatronics Computer science Artificial intelligence Applied mathematics Engineering mathematics Control engineering Robotics Mechatronics Maschinelles Lernen (DE-588)4193754-5 gnd Automatische Klassifikation (DE-588)4120957-6 gnd Soft Computing (DE-588)4455833-8 gnd Data Mining (DE-588)4428654-5 gnd Lernendes System (DE-588)4120666-6 gnd |
| subject_GND | (DE-588)4193754-5 (DE-588)4120957-6 (DE-588)4455833-8 (DE-588)4428654-5 (DE-588)4120666-6 (DE-588)4143413-4 |
| title | Applications of Learning Classifier Systems |
| title_auth | Applications of Learning Classifier Systems |
| title_exact_search | Applications of Learning Classifier Systems |
| title_full | Applications of Learning Classifier Systems edited by Larry Bull |
| title_fullStr | Applications of Learning Classifier Systems edited by Larry Bull |
| title_full_unstemmed | Applications of Learning Classifier Systems edited by Larry Bull |
| title_short | Applications of Learning Classifier Systems |
| title_sort | applications of learning classifier systems |
| topic | Computer Science Artificial Intelligence (incl. Robotics) Appl.Mathematics/Computational Methods of Engineering Applications of Mathematics Control, Robotics, Mechatronics Computer science Artificial intelligence Applied mathematics Engineering mathematics Control engineering Robotics Mechatronics Maschinelles Lernen (DE-588)4193754-5 gnd Automatische Klassifikation (DE-588)4120957-6 gnd Soft Computing (DE-588)4455833-8 gnd Data Mining (DE-588)4428654-5 gnd Lernendes System (DE-588)4120666-6 gnd |
| topic_facet | Computer Science Artificial Intelligence (incl. Robotics) Appl.Mathematics/Computational Methods of Engineering Applications of Mathematics Control, Robotics, Mechatronics Computer science Artificial intelligence Applied mathematics Engineering mathematics Control engineering Robotics Mechatronics Maschinelles Lernen Automatische Klassifikation Soft Computing Data Mining Lernendes System Aufsatzsammlung |
| url | https://doi.org/10.1007/978-3-540-39925-4 |
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