Animating the Evolution Process of Genetic Algorithms

A. Li, Kitpo Wong

    Research output: Chapter in Book/Conference paperChapter

    1 Citation (Scopus)

    Abstract

    This paper reports the work on the development of an animation system for visualising the optimisation process of the Genetic Algorithm. The description on the requirements and structure of the system is presented. The developed system is applied to visualise some six testing cases. Sequences of animation shots of the evolution process for solving the Branin RCOS problem and the Schaffer-6 problem are presented. In the latter example, the effect of a solution acceleration technique is also demonstrated. The method of building the visualisation system can be applied to other evolutionary computation techniques.
    Original languageEnglish
    Title of host publicationSimulated Evolution and Learning
    EditorsB. Yao McKay, X. Newton, C.S. Kim, J.H. Furuhashi, T.
    Place of PublicationBerlin Heidelberg
    PublisherSpringer
    Pages341-348
    Volume1
    Edition1
    ISBN (Print)3540659072
    Publication statusPublished - 1999

    Publication series

    NameLecture notes in Artificial Intelligence

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