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A cost-effective decision making algorithm for an RFID-enabled passport tracking system: A fuzzy multi-objective approach

机译:启用RFID的护照跟踪系统的一种经济高效的决策算法:模糊多目标方法

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The implementation of RFID technology has been becoming an ever-increasing popularity in the traceability of products as one of the most cutting edge technologies. Notwithstanding, the RFID communication performance is highly affected by the potential interferences between the RFID devices. Also, it is also subject to additional costs in investment that should be taken into account. Thus, seeking a cost-effective design with a desired communication performance for the RFID-enabled systems becomes a key factor for competing among today's competitive markets. This paper develops a fuzzy multi-objective model for a RFID-enabled passport tracking system under an uncertain input data. The study aims at presenting a cost-effective design for the proposed system in numbers of related facilities that should be established. It also aims at maximizing the implementation and operational costs and minimizing the RFID reader interference. To optimize the model, two solution methods were used. Subsequently, a new decision-making algorithm was used to select the best solution method. A case study was applied to examine the applicability of the developed model and the performance of the proposed solution methods. Research findings indicate that the developed model is capable of presenting an optimal design for the RFID-enabled passport tracking system and trade-offs among the two objectives.
机译:作为最前沿的技术之一,在产品的可追溯性方面,RFID技术的实施已变得越来越普及。尽管如此,RFID通信性能仍然受到RFID设备之间潜在干扰的影响。此外,还应考虑到额外的投资成本。因此,寻求具有成本效益的设计并具有支持RFID的系统所需的通信性能,已成为在当今竞争激烈的市场之间进行竞争的关键因素。本文针对不确定的输入数据,为支持RFID的护照跟踪系统建立了一个模糊的多目标模型。这项研究的目的是在应建立的许多相关设施中为拟议系统提出一种具有成本效益的设计。它还旨在最大程度地提高实施和运营成本,并最大程度地减少RFID读取器的干扰。为了优化模型,使用了两种求解方法。随后,使用一种新的决策算法来选择最佳解决方案方法。案例研究被用来检查所开发模型的适用性和所提出的解决方法的性能。研究发现表明,开发的模型能够为启用RFID的护照跟踪系统提供最佳设计,并在两个目标之间进行权衡。

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