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通过 VADD 库存模型实现网上药店的绿色供应链管理。

Implementing Green Supply Chain Management for Online Pharmacies through a VADD Inventory Model.

机构信息

Department of Distribution Management, National Taichung University of Science and Technology, Taichung 40401, Taiwan.

Department of Hotel and M.I.C.E Management, Overseas Chinese University, Taichung 40721, Taiwan.

出版信息

Int J Environ Res Public Health. 2019 Nov 13;16(22):4454. doi: 10.3390/ijerph16224454.

Abstract

Online pharmacies are an important part of the modern healthcare system. They interact with customers through well-designed web interfaces to deliver the healthcare customers need. In addition to well-designed web interfaces, online pharmacies rely on an effective supply chain system to provide medical supplies and services, and especially effective inventory management for supply systems. As green supply chain management (GSCM) becomes increasingly considered by countries, how to develop a sustainable inventory model that takes into account the revenue growth of an online pharmacy while preventing waste and reducing energy costs has become very important. In line with this trend, the study develops a sustainable inventory model that focuses on both economic aspect (profit) and environmental aspect (losses from excessive inventory) within a framework of a single period multi-product inventory model. Specifically, the sustainable inventory model applies the visual-attention-dependent demand (VADD) rate to characterize customer demand in an online trading environment, thereby seeking a profitable marketing strategy and reducing losses due to excessive inventory. Since the complexity of model optimization will drastically increase due to the inclusion of many products in the problem, a Genetic Algorithm (GA) based solution procedure is proposed to increase the feasibility of the proposed model in solving real problems. The sustainable inventory model and the solution procedure are illustrated, compared, and discussed with an online pharmacy example. Additionally, a sensitivity analysis is formulated to study the influence of model parameters on the model solution, the loss of unsold inventory that results in a waste of resources and energy, and the profit of online pharmacies.

摘要

网上药店是现代医疗保健系统的重要组成部分。它们通过精心设计的网络界面与客户互动,为客户提供所需的医疗保健服务。除了精心设计的网络界面外,网上药店还依赖有效的供应链系统来提供医疗用品和服务,特别是对供应系统进行有效的库存管理。随着绿色供应链管理(GSCM)越来越受到各国的关注,如何开发一种可持续的库存模型,在考虑网上药店收入增长的同时防止浪费和降低能源成本,已变得非常重要。顺应这一趋势,本研究在单一时期多产品库存模型的框架内,开发了一个既关注经济方面(利润)又关注环境方面(库存过剩导致的损失)的可持续库存模型。具体来说,可持续库存模型应用视觉注意相关需求(VADD)率来刻画在线交易环境中的客户需求,从而寻求盈利的营销策略并减少因库存过剩而导致的损失。由于问题中包含许多产品,模型优化的复杂性会大幅增加,因此提出了一种基于遗传算法(GA)的解决方案,以提高所提出模型在解决实际问题中的可行性。通过一个网上药店的实例,对可持续库存模型和解决方案进行了说明、比较和讨论。此外,还制定了敏感性分析,以研究模型参数对模型解决方案、未售出库存的损失(导致资源和能源浪费)以及网上药店的利润的影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf71/6888255/e74df09f7397/ijerph-16-04454-g001.jpg

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