Logistics support planning model in the conditions of limited resources

Nikola Simić, Marjan Milenkov, Vladimir Milovanović, Vlada S. Sokolovic, P. Foltin, Balaž Takšas
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Abstract

Introduction/purpose: The paper presents a model of logistics support planning in the conditions of limited logistic resources based on the prioritization of customer requirements and resource allocation. Decisionmakers play a crucial role in the efficient and equitable allocation of resources as they prioritize among different user requirements. Methods: Requirement prioritization techniques that use nominal scale, ordinal scale, and ratio scale, and five methods for converting ranks into weighting coefficients have been applied to determine the degree of significance of user requirements. The Requirements triage method has been used for establishing relative priorities, while the heuristic algorithm determining the Kemeny median was used to consolidate individually ranked requests into a group rank. In order to balance opposing demands of users, consensus measures of group decision making were used. For obtaining an optimal planned solution of logistic support, the methods and techniques of resource allocation were applied. Results: A model for adaptive planning of logistics support in the conditions of limited resource capacities of the logistics system has been developed. Conclusion: The proposed model can be effectively applied in other areas of resource allocation.
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有限资源条件下的物流保障规划模型
介绍/目的:本文提出了一种基于客户需求优先级和资源分配的有限物流资源条件下的物流保障规划模型。决策者在有效和公平地分配资源方面发挥关键作用,因为他们对不同的用户需求进行优先排序。方法:应用名义尺度、序数尺度和比例尺度的需求优先化技术,以及将等级转换为权重系数的五种方法来确定用户需求的重要程度。需求分类方法用于建立相对优先级,而确定Kemeny中值的启发式算法用于将单独排序的请求合并到组排名中。为了平衡用户的对立需求,采用了群体决策的共识度量。为了获得最优的物流保障规划解,应用了资源分配的方法和技术。结果:建立了物流系统资源能力有限条件下的物流保障适应性规划模型。结论:该模型可有效应用于其他资源配置领域。
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发文量
24
审稿时长
12 weeks
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