Article ID: | iaor20003350 |
Country: | Netherlands |
Volume: | 118 |
Issue: | 2 |
Start Page Number: | 375 |
End Page Number: | 389 |
Publication Date: | Oct 1999 |
Journal: | European Journal of Operational Research |
Authors: | Pham Hoang, Lee Mindy, Zhang Xuemei |
Keywords: | stochastic processes, analytic hierarchy process |
In this paper we briefly review the basic ideas behind the Analytic Hierarchy Process. Based on these ideas, we introduce the concept of comparison interval and propose a methodology based on stochastic optimization to achieve global consistency and to accommodate the fuzzy nature of the comparison process. We also discuss systems with feedback. For systems with inter-component dependence, we review the super-matrix technique. For systems with intra-component dependence, we propose a systematic approximation scheme to compute the weight vector for priority setting. Applications of software development process and a numerical example are given to illustrate our methodology and results.