Title :
CIlib: A collaborative framework for Computational Intelligence algorithms - Part II
Author :
Cloete, T. ; Engelbrecht, A.P. ; Pampará, G.
Author_Institution :
Dept. of Comput. Sci., Univ. of Pretoria, Gauteng
Abstract :
CIlib is a recently developed open source library of computational intelligence (CI) algorithms. Developed in Java, and designed to be a generic framework of pluggable components, CIlib provides the CI researcher with a powerful tool to facilitate research in new CI techniques, and to easily benchmark against existing CI algorithms on a variety of problems. Consisting of a number of frameworks, including a framework for most CI paradigms, CIlib also allows components from different frameworks to be weaved together to form hybrid CI models. This paper provides a detailed illustration of how CIlib can be used to easily setup simulations using different algorithms to solve various problems.
Keywords :
Java; evolutionary computation; groupware; open systems; CIlib; Java; collaborative framework; computational intelligence algorithm; open source library; pluggable components; Africa; Ant colony optimization; Collaboration; Computational intelligence; Computational modeling; Computer science; Java; Libraries; Particle swarm optimization; XML;
Conference_Titel :
Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). IEEE International Joint Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-1820-6
Electronic_ISBN :
1098-7576
DOI :
10.1109/IJCNN.2008.4634037