Balancing exploration and exploitation in ACS algorithms for data clustering

• Main Authors: Jabbar, Ayad Mohammed, Sagban, Rafid, Ku-Mahamud, Ku Ruhana
• 格式: Article
• 語言: English
• 出版: Little Lion Scientific 2019
• 主題: QA75 Electronic computers. Computer science
• 在線閱讀: http://repo.uum.edu.my/27861/1/JTAIT%2097%2016%204320%204333.pdf; http://repo.uum.edu.my/27861/; http://www.jatit.org/volumes/ninetyseven16.php

Ant colony optimization (ACO) is a swarm algorithm inspired by different behaviors of ants. The algorithm minimizes deterministic imperfections by assuming the clustering problem as an optimization problem. A balanced exploration and exploitation activity is necessary to produce optimal results. ACO...