NDLI: CiClops: computational intelligence collaborative laboratory of pantological software

Content Provider	IEEE Xplore Digital Library
Author	Peer, E.S. Engelbrecht, A.P. Pampara, G. Masiye, B.S.
Copyright Year	2005
Description	Author affiliation: Dept. of Comput. Sci., Pretoria Univ., South Africa (Peer, E.S.; Engelbrecht, A.P.; Pampara, G.; Masiye, B.S.)
Abstract	This paper presents CiClops, which is a virtual laboratory for performing experiments, using computational intelligence (CI) algorithms that scale over multiple workstations. Additionally, the paper introduces CIlib, which is an open source library of CI algorithms, currently containing mostly particle swarm optimization (PSO) and ant colony optimization (ACO) algorithms. The main purpose of CiClops is to specify CI algorithms to solve optimization problems, to schedule execution of large numbers of simulations on a cluster of workstations, and to archive all empirical data for analysis. The objective of this paper is to launch both CiClops and CIlib, and to emphasize to the CI (most specifically the swarm intelligence) research community the advantages of using these tools.
Starting Page	130
Ending Page	137
File Size	1421252
Page Count	8
File Format	PDF
ISBN	0780389166
DOI	10.1109/SIS.2005.1501612
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2005-06-08
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Ant colony optimization Software libraries Collaborative software Laboratories Clustering algorithms Collaborative work Workstations Particle swarm optimization Computational intelligence Open source software
Content Type	Text
Resource Type	Article

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