CIlib: A Collaborative Framework for Computational Intelligence Algorithms - Part II

被引:12
作者
Cloete, T. [1 ]
Engelbrecht, A. P. [1 ]
Pampara, G. [1 ]
机构
[1] Univ Pretoria, Dept Comp Sci, Gauteng, South Africa
来源
2008 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-8 | 2008年
关键词
D O I
10.1109/IJCNN.2008.4634037
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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 toot 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.
引用
收藏
页码:1764 / 1773
页数:10
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