loading...
 This Article 
   
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
2008 Eighth International Conference on Hybrid Intelligent Systems
Self-Adaptation of Parameters in a XCS-Based Ensemble Machine
September 10-September 12
ISBN: 978-0-7695-3326-1
ASCII Text
x 
 
Maciej Troc, Olgierd Unold, "Self-Adaptation of Parameters in a XCS-Based Ensemble Machine," Hybrid Intelligent Systems, International Conference on, pp. 893-898, 2008 Eighth International Conference on Hybrid Intelligent Systems, 2008.
 
 
BibTex
x
 
@article{ 10.1109/HIS.2008.10,
author = {Maciej Troc and Olgierd Unold},
title = {Self-Adaptation of Parameters in a XCS-Based Ensemble Machine},
journal ={Hybrid Intelligent Systems, International Conference on},
volume = {0},
year = {2008},
isbn = {978-0-7695-3326-1},
pages = {893-898},
doi = {http://doi.ieeecomputersociety.org/10.1109/HIS.2008.10},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Hybrid Intelligent Systems, International Conference on
TI - Self-Adaptation of Parameters in a XCS-Based Ensemble Machine
SN - 978-0-7695-3326-1
SP893
EP898
A1 - Maciej Troc,
A1 - Olgierd Unold,
PY - 2008
KW - Learning Classifier System
KW - XCS
KW - Ensemble Machine
VL - 0
JA - Hybrid Intelligent Systems, International Conference on
ER -
 
The self-adaptive model of a XCS-based ensemble machine solving data-mining tasks has been presented. The results of experiments have shown the ability of the architecture to adapt the parameters of single XCS: the mutation rate \mu and the tournament size t_{s}- separately and/or together.
Index Terms:
Learning Classifier System, XCS, Ensemble Machine
Citation:
Maciej Troc, Olgierd Unold, "Self-Adaptation of Parameters in a XCS-Based Ensemble Machine," his, pp.893-898, 2008 Eighth International Conference on Hybrid Intelligent Systems, 2008
Usage of this product signifies your acceptance of the Terms of Use.