Adaptive intelligence - Essential aspects: (This is an extended version of the article presented on the International Conference on Automatics and Informatics 2009.)

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    Abstract

    The article discusses essential aspects of Adaptive Intelligence. Experimental results on optimisation of global test functions by Free Search, Differential Evolution, and Particle Swarm Optimisation clarify how these methods can adapt to multi-modal landscape and space dominated by sub-optimal regions, without supervisors? control. In addition Free Search separately is evaluated on hard constraint global optimisation problem with unknown solution. It illustrates Free Search abilities for adaptation to unknown space. The achieved results are compared and analysed.
    Original languageEnglish
    Pages (from-to)8-17
    Number of pages10
    JournalInformation Technologies and Control
    VolumeVII
    Issue number4
    Publication statusPublished - 2009

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