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EAVis: A Visualization Tool for Evolutionary Algorithms
Växjö University, Faculty of Mathematics/Science/Technology, School of Mathematics and Systems Engineering. (ISOVIS)ORCID iD: 0000-0002-0519-2537
2005 (English)In: Proceedings of the IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC '05), IEEE Computer Society Press , 2005, 299-301 p.Conference paper, (Refereed)
Abstract [en]

Evolutionary algorithms (EAs) produce a vast amount of data by recurring processes, e.g., selection, recombination, or mutation, that work on populations of solutions for a specific problem. In order to get a better insight into the progress of EAs a Java-based visualization tool, called EAVis, was developed. Several coordinated views help the user to watch each generation step of the EA and to derive knowledge as well as better understanding of the underlying evolutionary computational models.

Place, publisher, year, edition, pages
IEEE Computer Society Press , 2005. 299-301 p.
Keyword [en]
Visualization, Software Visualization, Evolutionary Algorithms
National Category
Computer Science
Research subject
Computer and Information Sciences Computer Science
Identifiers
URN: urn:nbn:se:lnu:diva-7113DOI: 10.1109/VLHCC.2005.33ISBN: 0-7695-2443-5 (print)OAI: oai:DiVA.org:lnu-7113DiVA: diva2:342984
Available from: 2010-08-11 Created: 2010-08-11 Last updated: 2015-09-14Bibliographically approved

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Publisher's full texthttp://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=1509521&queryText%3DKerren%26openedRefinements%3D*%26searchField%3DSearch+All

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CiteExportLink to record
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Citation style
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