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A New Sustainable Location-Routing Problem with Simultaneous Pickup and Delivery by Two-Compartment Vehicles for a Perishable Product Considering Circular Economy

机译:考虑循环经济的易腐产品两室车辆同时提货和配送的新的可持续位置路由问题

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摘要

Ending the natural resources of the earth is a momentous issue, which brings everyone’s attention to the necessity of sustainable development. To tackle this problem, products need to live their complete lifecycle according to the circular economy concept. In this problem, a new network for the location-routing problem is designed with a specific application for perishable products. Two-compartment vehicles become responsible for gathering the expired products to the recycling centers in dual-purpose routes by simultaneous pickup and delivery. After reprocessing perished products, these products will be sold out to the secondary market, in order to complete their life cycle. With the inspiration of the three sustainable development pillars, the network implementation costs are minimized in the first objective function. While minimizing the environmental side-effects in the second objective function and maximizing the satisfaction of society in the last one. The new mathematical model is validated through the exact method in GAMS software. Because of the NP-hard nature of problem two multi-objective meta-heuristic algorithms are developed and tuned for large-sized problems. Finally, some metrics of the multi-objective algorithms are compared to find the efficient one.
机译:终结地球的自然资源是一个重大问题,这引起了所有人的关注,即可持续发展的必要性。为了解决这个问题,产品需要根据循环经济概念来维持其完整的生命周期。在此问题中,针对易腐产品设计了具有特定应用的位置路由问题新网络。两室车辆负责通过同时领取和交付,以两用路线将过期的产品收集到回收中心。在对废弃的产品进行重新处理之后,这些产品将被售出到二级市场,以完成其生命周期。在三个可持续发展支柱的鼓舞下,第一个目标功能的网络实施成本降至最低。在第二个目标函数中最大程度地减少环境副作用,并在最后一个函数中最大程度地提高社会满意度。新的数学模型通过GAMS软件中的精确方法进行了验证。由于问题具有NP难性,因此针对大型问题开发并调整了两种多目标元启发式算法。最后,比较了多目标算法的一些指标,以找到有效的指标。

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