Intelligent Ant Based Solution with Data Mining Analysis

DOI

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.

Copyright

© 2016, 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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TY  - CONF
AU  - Syeda Rashid
AU  - Syed Hussain
PY  - 2015/11
DA  - 2015/11
TI  - Intelligent Ant Based Solution with Data Mining Analysis
BT  - Proceedings of the 2015 International Conference on Recent Advances in Computer Systems
PB  - Atlantis Press
SP  - 34
EP  - 39
SN  - 2352-538X
UR  - https://doi.org/10.2991/racs-15.2016.6
DO  - 10.2991/racs-15.2016.6
ID  - Rashid2015/11
ER  -