Dynamic network design for reverse logistics operations under uncertainty |
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Authors: | Der-Horng Lee Meng Dong |
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Affiliation: | Department of Civil Engineering, National University of Singapore, 1 Engineering Drive 2, BLK E1A #07-16, Singapore 117576, Singapore |
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Abstract: | The design of reverse logistics network has attracted growing attention with the stringent pressures from environmental and social requirements. In general, decisions about reverse logistics network configurations are made on a long-term basis and factors influencing such reverse logistics network design may also vary over time. This paper proposes dynamic location and allocation models to cope with such issues. A two-stage stochastic programming model is further developed by which a deterministic model for multiperiod reverse logistics network design can be extended to account for the uncertainties. A solution approach integrating a recently proposed sampling method with a heuristic algorithm is also proposed in this research. A numerical experiment is presented to demonstrate the significance of the developed stochastic model as well as the efficiency of the proposed solution method. |
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