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Articles

Closed loop supply chain network design and optimisation using fuzzy mixed integer linear programming model

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Pages 4156-4173 | Received 15 Apr 2013, Accepted 27 Oct 2013, Published online: 02 Dec 2013

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M.M.E. Alemany, Hanzel Grillo, A. Ortiz & Vicente S. Fuertes-Miquel. (2015) A fuzzy model for shortage planning under uncertainty due to lack of homogeneity in planned production lots. Applied Mathematical Modelling 39:15, pages 4463-4481.
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Khaled Medini & Xavier Boucher. (2015) Decision Making Support to Steer Offering Variety During Production Planning. Procedia CIRP 30, pages 486-491.
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