Knowledge-Free Online Parameter Control in Accuracy-Based Classifier Systems
Accuracy-based Learning Classifier Systems (LCSs) such as XCS require careful tuning of control parameters whose effective values vary by problem, limiting their applicability outside expert hands. This paper presents four knowledge-free online parameter control mechanisms for the learning rate <inl...
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| Hauptverfasser: | , , |
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| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
IEEE
2026-01-01
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| Schriftenreihe: | IEEE Access |
| Schlagworte: | |
| Online-Zugang: | https://ieeexplore.ieee.org/document/11605089/ |
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