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  • Intelligent systems in manufacturing
    Brezočnik, Miran
    In this paper we propose a fundamental shift from the present manufacturing paradigm favoring particularly determinism, rationalism, and top-down organizational principles towards intelligent systems ... in next-generation manufacturing involving phenomena such as non-determinism, emergence, learning, complexity, self-organization, and bottom-up organization. Two examples of the intelligent systems from the areas of metal forming industry and autonomous intelligent vehicles are given. Both systems are based on learning and imitate some excellent properties of the living systems. Genetic programming and genetic algorithms were used. The stable global order (i.e., solution) of each presented system gradually emerges as a result of interactions between basic entities of which the system consists and the environment.
    Vrsta gradiva - prispevek na konferenci
    Leto - 2003
    Jezik - angleški
    COBISS.SI-ID - 8319510