Aufsatzsammlung
Foundations of learning classifier systems
This volume brings together recent theoretical work in Learning Classifier Systems (LCS), which is a Machine Learning technique combining Genetic Algorithms and Reinforcement Learning. "Foundations of Learning Classifier Systems" combines and exploits many Soft Computing approaches into a single coherent framework. It includes self-contained background chapters on related fields (reinforcement learning and evolutionary computation) tailored for a classifier systems audience and written by acknowledged authorities in their area - as well as a relevant historical original work by John Holland
- Location
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Deutsche Nationalbibliothek Frankfurt am Main
- ISBN
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9783540250739
3540250735
- Dimensions
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24 cm
- Extent
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VI, 336 S.
- Language
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Englisch
- Notes
-
graph. Darst.
Literaturangaben
- Bibliographic citation
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Studies in fuzziness and soft computing ; Vol. 183
- Classification
-
Informatik
- Keyword
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Automatische Klassifikation
Lernendes System
Automatische Klassifikation
Bestärkendes Lernen
Genetischer Algorithmus
Automatische Klassifikation
Maschinelles Lernen
Soft Computing
- Event
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Veröffentlichung
- (where)
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Berlin, Heidelberg, New York
- (who)
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Springer
- (when)
-
2005
- Contributor
-
Bull, Larry
- Table of contents
- Rights
-
Bei diesem Objekt liegt nur das Inhaltsverzeichnis digital vor. Der Zugriff darauf ist unbeschränkt möglich.
- Last update
-
11.06.2025, 1:43 PM CEST
Data provider
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Object type
- Aufsatzsammlung
Associated
- Bull, Larry
- Springer
Time of origin
- 2005
Other Objects (12)
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Learning classifier systems : from foundations to applications
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Design and analysis of learning classifier systems : a probabilistic approach
Introduction to learning classifier systems
Controlled self-organisation using learning classifier systems
Controlled self-organisation using learning classifier systems
Learning classifier systems for self-explaining socio-technical-systems
Learning classifier systems : international workshops ; revised selected papers
Learning classifier systems for road traffic congestion detection
Learning classifier systems : 5th international workshop ; revised papers
Algebraic foundations of systems specification
Applications of learning classifier systems
Learning classifier systems : from foundations to applications
Learning classifier systems in data mining : with 53 tables
Design and analysis of learning classifier systems : a probabilistic approach
Introduction to learning classifier systems
Controlled self-organisation using learning classifier systems
Controlled self-organisation using learning classifier systems
Learning classifier systems for self-explaining socio-technical-systems
Learning classifier systems : international workshops ; revised selected papers
Learning classifier systems for road traffic congestion detection
Learning classifier systems : 5th international workshop ; revised papers
Algebraic foundations of systems specification
Applications of learning classifier systems
Learning classifier systems : from foundations to applications
Learning classifier systems in data mining : with 53 tables
Design and analysis of learning classifier systems : a probabilistic approach
Introduction to learning classifier systems
Controlled self-organisation using learning classifier systems
Controlled self-organisation using learning classifier systems
Learning classifier systems for self-explaining socio-technical-systems
Learning classifier systems : international workshops ; revised selected papers
Learning classifier systems for road traffic congestion detection
Learning classifier systems : 5th international workshop ; revised papers