The grey extent analysis

Purpose – The aim is to present a novel approach for tackling multi‐attribute decision problems with using concepts from grey system theory and the extent analysis method.Design/methodology/approach – Underlying judgment set of a multi‐attribute decision problem is modeled with employing grey numbers. Fundamental principles for comparing a set of grey numbers are established. A procedure for evaluating the decision alternatives is explained in detail and referred to as “The grey extent analysis”.Findings – It is shown that the proposed procedure can be used as a decision‐making tool where the judgments of the decision maker are not exact (i.e. in terms of grey system terminology they are not “white”).Research limitations/implications – The grey numbers utilized are assumed to be asynchronous and uniformly distributed over their domain.Originality/value – The extent analysis is well studied as an evaluation tool under a fuzzy system. This study is set apart from the previous extent analysis research for tw...

[1]  Deng Ju-Long,et al.  Control problems of grey systems , 1982 .

[2]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[3]  Zhijun Li,et al.  SCGM‐model and grey control of “poor” information systems , 2004 .

[4]  Chin-Tsai Lin,et al.  Grey number for AHP model: an application of grey relational analysis , 2004, IEEE International Conference on Networking, Sensing and Control, 2004.

[5]  Li Yuguang,et al.  Using grey relational analysis to analyze the medical data , 2004 .

[6]  D. Chang Applications of the extent analysis method on fuzzy AHP , 1996 .

[7]  Lotfi A. Zadeh,et al.  The Concepts of a Linguistic Variable and its Application to Approximate Reasoning , 1975 .

[8]  Jerzy W. Grzymala-Busse,et al.  Rough Sets , 1995, Commun. ACM.

[9]  K. K. Yuen,et al.  On the Use of Reliability Interval Method and Grey Relational Model for Fire Safety Ranking of Existing Buildings , 2005 .

[10]  Yi Lin,et al.  Grey Information - Theory and Practical Applications , 2005, Advanced Information and Knowledge Processing.

[11]  Xianmin Wang,et al.  GRAY PREDICTING THEORY AND APPLICATION OF ENERGY CONSUMPTION OF BUILDING HEAT-MOISTURE SYSTEM , 1999 .

[12]  D. Molodtsov Soft set theory—First results , 1999 .

[13]  Weizhen Chen,et al.  Grey linear programming , 2004 .

[14]  Gang Lu,et al.  Grey transportation problem , 2004 .

[15]  Yi Lin,et al.  Theory of grey systems: capturing uncertainties of grey information , 2004 .

[16]  Guohe Huang,et al.  A GREY LINEAR PROGRAMMING APPROACH FOR MUNICIPAL SOLID WASTE MANAGEMENT PLANNING UNDER UNCERTAINTY , 1992 .

[17]  J. Deng,et al.  Introduction to Grey system theory , 1989 .