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A Capacitated Production Planning Problem for Closed-Loop Supply Chain

机译:闭环供应链的产能计划规划问题

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This paper addresses a dynamic Capacitated Production Planning (CPP) problem in steel enterprise employing a closed-loop supply chain strategy, in which a remanufacturing process is adopted. We develop a model in which all demands are met by production or remanufacturing without backlogs, under the context that both the production and remanufacturing setup cost functions are arbitrary and time-varying. We also develop a corresponding genetic algorithm (GA) heuristic approach, and run a numerical simulation to test our algorithm's efficiency by comparing with Branch and Bound method. The simulation results illustrate our algorithm's accuracy and efficiency in large scale problems.
机译:本文针对采用闭环供应链策略的钢铁企业动态生产能力计划(CPP)问题,该过程采用再制造过程。我们开发了一个模型,其中生产和再制造设置成本函数都是任意且随时间变化的,因此可以通过生产或再制造满足所有需求而无积压。我们还开发了一种相应的遗传算法(GA)启发式方法,并通过与Branch and Bound方法进行比较来进行数值模拟,以测试算法的效率。仿真结果说明了我们算法在大规模问题中的准确性和效率。

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