Evolutionary algorithms are a very common technique on computational intelligence field. Some algorithms need a huge amount of memory, making them not so trivial to apply on embedded systems. In this work a profile-based approach is proposed and applied in an evolutionary algorithm with some characteristics that allow its use on embedded systems: the micro-GA. The main goal is to improve the execution time compared to other software algorithms obtaining also an acceptable design time. The results presents comparisons between implementations and discussions about soft-processor features influence on this type of algorithm.


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    Titel :

    A Profile-Based Method for Hardware/Software Co-design Applied in Evolutionary Robotics Using Reconfigurable Computing


    Beteiligte:
    Dias, M A (Autor:in) / Sales, D O (Autor:in) / Osorio, F S (Autor:in)


    Erscheinungsdatum :

    01.09.2010


    Format / Umfang :

    445370 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



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