On the State of the Art of POEtic Machines

نویسنده

  • Christof Teuscher
چکیده

Biological systems grow, live, adapt, and reproduce, characteristics that are not truly encompassed by any existing computing system. If one considers life on Earth since its very beginning, three levels of organization can be distinguished: phylogeny, ontogeny, and epigenesis. Machines that combine evolutionary mechanisms (Phylogeny), developmental processes (Ontogeny), and learning algorithms (Epigenesis) are called POEtic machines. The goal of this paper is to provide an overview on actual bio-inspired machines with a special glance on so called POEtic machines, systems that grow, evolve, and learn. A second objective is to analyze state-of-theart models and to delineate possible ways for future work.

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تاریخ انتشار 2001