DocumentCode
1496419
Title
An interactive algorithm for multicriteria decision making: the attainable reference point method
Author
Wang, Xiaomin M. ; Qin, Zhilin L. ; Hu, Yuda D.
Author_Institution
Dept. of Appl. Math., Shanghai Jiaotong Univ., China
Volume
31
Issue
3
fYear
2001
fDate
5/1/2001 12:00:00 AM
Firstpage
194
Lastpage
198
Abstract
An interactive algorithm, the attainable reference point method, is proposed for finding a satisfactory solution to a general multicriteria decision making problem. The decision-maker is only required to modify the reference value of the satisfactory objectives to generate a new attainable reference point in each iteration step. The lexicographic weighted Tchebycheff program associated with the attainable reference point is constructed to guarantee the efficiency of all the discussed points. The value of the unsatisfactory objective chosen by the decision-maker is improved to be satisfactory. Thus its reference value does not need to be modified again in later iterations, and a satisfactory solution can be derived in finite steps. A numerical example is presented to demonstrate the feasibility and efficiency of the proposed method
Keywords
iterative methods; management science; mathematical programming; operations research; Tchebycheff program; interactive algorithm; iterative method; multicriteria decision making; optimisation; reference point; Convergence; Decision making; Delta modulation; Information science; Linear programming; Mathematics; Minimization methods; Optimization methods;
fLanguage
English
Journal_Title
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
Publisher
ieee
ISSN
1083-4427
Type
jour
DOI
10.1109/3468.925659
Filename
925659
Link To Document