Title :
An Interval-Valued Fuzzy Analytical Hierarchy Process Approach and Its Application
Author :
Zhou, Xiao-guang ; Lu, Mi
Author_Institution :
Dongling Sch. of Econ. & Manage., Univ. of Sci. & Technol. Beijing, Beijing, China
Abstract :
Project evaluation and selection is a complex multi-attribute decision-making problem. With the information uncertainty and inaccuracy considered, a new model for project evaluation and selection is proposed, which combines the fuzzy analytic hierarchy process (AHP) and technique for order performance by similarity to ideal solution (TOPSIS). The hybrid method is based on interval-valued triangular fuzzy numbers. An index system for selecting the optimal project is established. The weights of criteria and sub-criteria are derived by fuzzy AHP. The relative closeness is drawn from the calculation of the distance between the alternatives and positive ideal solutions or negative ones. Also, the ranking of alternatives can be based on their relative closeness. Finally, a case study is given adopting the proposed method.
Keywords :
decision making; fuzzy logic; fuzzy set theory; project management; TOPSIS; alternatives ranking; fuzzy AHP; fuzzy logic; hybrid method; ideal solution similarity; information inaccuracy; information uncertainty; interval-valued fuzzy analytical hierarchy process; interval-valued triangular fuzzy number; multiattribute decision-making problem; optimal project selection; order performance; project evaluation; Decision making; Equations; Indexes; Least squares methods; Mathematical model; Pragmatics; Uncertainty; fuzzy TOPSIS; fuzzy analytic hierarchy process; interval-valued triangular fuzzy set; project selection;
Conference_Titel :
Computer Science and Electronics Engineering (ICCSEE), 2012 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-0689-8
DOI :
10.1109/ICCSEE.2012.480