Proceedings of the 2015 International Conference on Recent Advances in Computer Systems

Intelligent Ant Based Solution with Data Mining Analysis

Authors
Syeda Rashid, Syed Hussain
Corresponding Author
Syeda Rashid
Available Online November 2015.
DOI
https://doi.org/10.2991/racs-15.2016.6How to use a DOI?
Keywords
Intelligent solutions, swarm intelligence, stigmergy, cluster analysis
Abstract
This paper presents a study on how nature provides intelligent solutions to complex real-world problems. In this regard we study the intelligent behavior of swarming insect societies with the focus on ant colonies; examining how these almost blind species are capable of providing optimal solutions and how such solutions can be modeled into algorithms. Further we have explored an interesting collaboration of data mining analysis with an ant based algorithm to prove that a nature inspired algorithm is able to perform data mining task successfully, this has been done with the help of a comparative experimental analysis.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Proceedings
International Conference on Recent Advances in Computer Systems
Part of series
Advances in Computer Science Research
Publication Date
November 2015
ISBN
978-94-6252-146-9
ISSN
2352-538X
DOI
https://doi.org/10.2991/racs-15.2016.6How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Syeda Rashid
AU  - Syed Hussain
PY  - 2015/11
DA  - 2015/11
TI  - Intelligent Ant Based Solution with Data Mining Analysis
BT  - International Conference on Recent Advances in Computer Systems
PB  - Atlantis Press
SN  - 2352-538X
UR  - https://doi.org/10.2991/racs-15.2016.6
DO  - https://doi.org/10.2991/racs-15.2016.6
ID  - Rashid2015/11
ER  -