MAS 2012 Proceeding

A new design of FMS with multiple objectives using goal programming

Authors:   Berna Dengiz, Yusuf Tansel Iç, Selin Co?kun, Nil Da?sal?, Damla Aksoy, Gözde Çizmeci


The operation of the Flexible Manufacturing System (FMS) includes complex and conflicted issues that result in the system performance. In the operational improvement studies in a FMS usually make in determination of a single-response measure. This paper presents an application for multi-response simulation optimization of a FMS via DOE (design of experiment), regression meta-model and goal programming (GP) together. A real FMS with four work stations is modeled by ARENA simulation software to optimize system performance measures considering five design and control parameters.

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