A Hybrid DEMATEL-EDAS Based on Multi-Criteria Decision-Making for A Social Aid Distribution Problem

I. Irvanizam, Mega Siraturahmi, Aisyah Muthmainnah Binti Irwansyah, P. F. Nasir, Z. Zulfan, Nany Salwa
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引用次数: 4

Abstract

The office of social affairs has been helping poor or marginalized families through social aid in dealing with poverty. This social aid emphasizes decreasing the poverty rate and economic recovery affected by the COVID-19 pandemic. However, the selection process in the previous year evaluated many families as aid recipient candidates through a conventional process selected by an officer. It would be vulnerable to subjectivity in assessment. Therefore, we attempted to develop a hybrid Multiple Criteria Decision-Making (MCDM) methodology to apply it to this particular decision-making process. This methodology amalgamated the DEMATEL method and the EDAS method with different tasks. Firstly, the DEMATEL method decided the feasible criteria weights automatically based on the proficient decision-maker assessment in estimating a pairwise criteria comparison. Secondly, the EDAS applied the criteria weight values to determine alternatives rank order based on the value of the appraisal score. After comparing with the VIKOR method, the hybrid DEMATEL-EDAS method demonstrated the stability and capability in dealing with the different influence parameters on the final results.
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基于多准则决策的混合DEMATEL-EDAS社会救助分配问题
社会事务厅一直通过社会援助帮助贫困或边缘家庭解决贫困问题。这种社会援助的重点是降低受新冠肺炎疫情影响的贫困率和经济复苏。然而,在前一年的选拔过程中,许多家庭都是通过由官员选择的传统程序来评估作为援助接受者的候选人的。在评估中容易出现主观性。因此,我们试图开发一种混合多标准决策(MCDM)方法,将其应用于这一特定的决策过程。该方法将不同任务的DEMATEL法和EDAS法相结合。首先,DEMATEL方法在估计两两标准比较时,根据熟练决策者的评价自动确定可行的标准权重;其次,EDAS根据评价分值的大小,应用标准权重值确定备选方案的排序顺序。通过与VIKOR方法的比较,证明了混合DEMATEL-EDAS方法处理不同参数对最终结果影响的稳定性和能力。
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