A Hybrid Multi-Criteria Decision Support Model: Combining DANP with MDS

Human beings encounter the problem of making decision in their daily life. However, most decision makers, when encounter the decision problems involving multi-criteria or diverse alternatives, they could not make correct decision due to lacking related decision-making information. Therefore, what is most concerned by the decision makers is how to pick out the most optimal decision-making evaluation factors and the best execution alternataive for a multi-criteria decision making (MCDM) problem. This study combined the merits of various decision-making analytic methods, namely, decision making trial and evaluation laboratory (DEMATEL), analytic network process (ANP) and Multidimensional Scaling (MDS), so as to propose a four-stage Hybrid Decision-Making Support Model (HDMSM) to assist the decision makers in making the best decision when they face a decision problem.

[1]  Gülçin Büyüközkan,et al.  A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers , 2012, Expert Syst. Appl..

[2]  Kathrin Klamroth,et al.  An MCDM approach to portfolio optimization , 2004, Eur. J. Oper. Res..

[3]  Gwo-Hshiung Tzeng,et al.  An integrated MCDM technique combined with DEMATEL for a novel cluster-weighted with ANP method , 2011, Expert Syst. Appl..

[4]  Robert Fildes,et al.  World Modeling: A Dialogue , 1976 .

[5]  Thomas L. Saaty,et al.  Decision making with dependence and feedback : the analytic network process : the organization and prioritization of complexity , 1996 .

[6]  Thomas L. Saaty,et al.  The Analytic Network Process: Decision Making With Dependence and Feedback , 2001 .

[7]  T. Saaty Analytic Hierarchy Process , 2005 .

[8]  Ching-Lai Hwang,et al.  Multiple Attribute Decision Making: Methods and Applications - A State-of-the-Art Survey , 1981, Lecture Notes in Economics and Mathematical Systems.

[9]  Hsu-Shih Shih,et al.  A hybrid MCDM model for strategic vendor selection , 2006, Math. Comput. Model..

[10]  Jih-Jeng Huang,et al.  Multidimensional data in multidimensional scaling using the analytic network process , 2005, Pattern Recognit. Lett..

[11]  Ching-Lai Hwang,et al.  Manufacturing plant location analysis by multiple attribute decision making: part I—single-plant strategy , 1985 .

[12]  Y. Takane,et al.  Multidimensional Scaling I , 2015 .

[13]  Herbert A. Simon,et al.  The new science of management decision , 1960 .

[14]  Ching-Lai Hwang,et al.  Fuzzy Multiple Attribute Decision Making - Methods and Applications , 1992, Lecture Notes in Economics and Mathematical Systems.

[15]  Gwo-Hshiung Tzeng,et al.  Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS , 2004, Eur. J. Oper. Res..

[16]  Wei-Wen Wu,et al.  Choosing knowledge management strategies by using a combined ANP and DEMATEL approach , 2008, Expert Syst. Appl..

[17]  Gwo-Hshiung Tzeng,et al.  A Novel Hybrid MCDM Model Combined with DEMATEL and ANP with Applications , 2008 .

[18]  D. Buede,et al.  Rank disagreement: A comparison of multi‐criteria methodologies , 1995 .

[19]  W. Torgerson Multidimensional scaling: I. Theory and method , 1952 .

[20]  E. Aronson,et al.  Theory and method , 1985 .