Intelligent Ant Based Solution with Data Mining Analysis
Syeda Rashid, Syed Hussain
Available Online November 2015.
- https://doi.org/10.2991/racs-15.2016.6How to use a DOI?
- Intelligent solutions, swarm intelligence, stigmergy, cluster analysis
- 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.
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 PB - Atlantis Press SP - 34 EP - 39 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 -