Efficient generation of cycle time‐throughput curves through simulation and metamodeling

Feng Yang, Bruce Ankenman and Barry L. Nelson

Naval Research Logistics (NRL), 2007, vol. 54, issue 1, 78-93

Abstract: A cycle time‐throughput (CT‐TH) curve, which quantifies the relationship of long‐run average cycle time to throughput rate, plays an important role in strategic planning for manufacturing systems. In this paper, a nonlinear regression metamodel supported by queueing theory is developed to represent the underlying CT‐TH curve implied by a manufacturing simulation model. To estimate the model efficiently, simulation experiments are built up sequentially using a multistage procedure. Extensive numerical experiments are presented to demonstrate the effectiveness of the proposed procedure. © 2006 Wiley Periodicals, Inc. Naval Research Logistics, 2007

Date: 2007
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https://doi.org/10.1002/nav.20188

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Persistent link: https://EconPapers.repec.org/RePEc:wly:navres:v:54:y:2007:i:1:p:78-93

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