Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)

Approaches to Attributes Reduction Based on Ant Colony Optimization

Authors
Honghua Chen1, Zheng Pei, Li Zhang
1School of Mathematics & Computer Engineering, Xihua University
Corresponding Author
Honghua Chen
Available Online October 2007.
DOI
https://doi.org/10.2991/iske.2007.128How to use a DOI?
Keywords
Rough sets, Attributes reduction, Ant colony optimization, Binary discernibility matrices
Abstract

As we known, ants are blind and single ant’s capacity is limited. But researchers have studied that ant colonies have egregious ability to search shorter path which loads between their nests and foods. Inspired from this and based on ant colony optimization(ACO), we propose a new approach about attributes reduction of rough sets. Using this approach, we can reduce attributes as maximum as possible, obtain many different results synchronously and reduce the scope of core attributes. Experiment shows that by this new approach, better results can be obtained.

Copyright
© 2007, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
Series
Advances in Intelligent Systems Research
Publication Date
October 2007
ISBN
978-90-78677-04-8
ISSN
1951-6851
DOI
https://doi.org/10.2991/iske.2007.128How to use a DOI?
Copyright
© 2007, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Honghua Chen
AU  - Zheng Pei
AU  - Li Zhang
PY  - 2007/10
DA  - 2007/10
TI  - Approaches to Attributes Reduction Based on Ant Colony Optimization
BT  - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
PB  - Atlantis Press
SP  - 747
EP  - 752
SN  - 1951-6851
UR  - https://doi.org/10.2991/iske.2007.128
DO  - https://doi.org/10.2991/iske.2007.128
ID  - Chen2007/10
ER  -