An Incremental Analysis for MCDM with an Application to Group TOPSIS
學年 96
學期 2
出版（發表）日期 2008-04-01
作品名稱 An Incremental Analysis for MCDM with an Application to Group TOPSIS
作品名稱（其他語言）
著者 時序時
單位 淡江大學管理科學學系
出版者 Amsterdam: Elsevier BV
著錄名稱、卷期、頁數 European Journal of Operational Research 186(2), pp.720–734
摘要 The study aims to exploit incremental analysis or marginal analysis to overcome the drawbacks of ratio scales utilized in various multi-criteria or multi-attribute decision making (MCDM/MADM) techniques. In the proposed 11-step procedure, multiple criteria of alternatives are first reorganized as two categories – benefits and costs – and decision information will be manipulated separately. The performances of alternatives are then evaluated on their incremental benefit–cost ratio, and the rank can be obtained by applying the group TOPSIS (technique for order preference by similarity to ideal solution) model (Shih et al., 2007). Two representations of cost, i.e., a cost index and utility index, are proposed in the model to better-fit real-world situations. In addition, some considerations on costs and input–output relations are also discussed in order to understand the essentials of incremental analysis. In the final part, a case of robot selection demonstrates the suggested model to be both robust and efficient in a group decision-making environment.
關鍵字 Incremental analysis; Multi-criteria analysis; Benefit–cost ratio; TOPSIS; Engineering economy; Ratio scale; Preference aggregation
語言 en
ISSN 0377-2217
期刊性質 國外
收錄於
產學合作
通訊作者
審稿制度 否
國別 NLD
公開徵稿
出版型式 ,電子版,紙本
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