کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
482116 | 1446182 | 2008 | 23 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: A sensitivity analysis algorithm for hierarchical decision models A sensitivity analysis algorithm for hierarchical decision models](/preview/png/482116.png)
In this paper, a comprehensive algorithm is developed to analyze the sensitivity of hierarchical decision models (HDM), including the analytic hierarchy process and its variants, to single and multiple changes in the local contribution matrices at any level of the decision hierarchy. The algorithm is applicable to all HDM that use an additive function to derive the overall contribution vector. It is independent of pairwise comparison scales, judgment quantification techniques and group opinion combining methods. The allowable range/region of perturbations, contribution tolerance, operating point sensitivity coefficient, total sensitivity coefficient and the most critical decision element at a certain level are identified in the HDM SA algorithm. An example is given to demonstrate the application of the algorithm and show that HDM SA can reveal information more significant and useful than simply knowing the rank order of the decision alternatives.
Journal: European Journal of Operational Research - Volume 185, Issue 1, 16 February 2008, Pages 266–288