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  • Intelligent design of an unconstrained layout for a flexible manufacturing system
    Ficko, Mirko ...
    The presented research removes common constraints regarding the design of layout of flexible manufacturing system, and the subsequent search for a good solution is left solely to artificial ... intelligence. The proposed system is composed of a creative subsystem which can use different evolutionary optimization methods, and a subsystem for evaluating layouts. In the presented work the subsystem for creation uses a particle swarm optimization method for the creation/modification of solution sets. Evaluation of solution quality is made using intelligent search of the shortest travel paths within the layout. This system has proved to be innovative since it proposes very good solutions which are oriented to the main task of the system and are not simplified because of human limitations.
    Source: Bayesian Networks. Design and Application of Neural Networks and Intelligent Learning Systems (KES 2008). Bio-inspired Computing: Theories and Applications (BIC-TA 2007) (Vol. 73, iss. 4/6, Jan. 2010, str. 639-647)
    Type of material - conference contribution
    Publish date - 2010
    Language - english
    COBISS.SI-ID - 13896470
    DOI

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