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Optimization, System Analysis, and Operations Research
Analysis of the sensitivity of solutions of multi-criteria problems based on parametric partial preference relations
V. V. Podinovskia, M. A. Potapovb a National Research University Higher School of Economics, Moscow, Russia
b Institute of Computer-Aided Design, Russian Academy of Sciences, Moscow, Russia
Abstract:
We give a survey of approaches for analyzing the sensitivity of non-dominated alternatives to changes in the parameters of partial quasi-orderings that define preferences. Such parameters can include values of importance coefficients for different criteria or boundaries of interval estimates of the degrees of superiority in the importance of some criteria over others, boundaries of intervals of criteria value tradeoffs uncertainty and others.
Keywords:
multi-criteria decision making problems, partial quasi-orders, sensitivity analysis, criteria importance theory.
Citation:
V. V. Podinovski, M. A. Potapov, “Analysis of the sensitivity of solutions of multi-criteria problems based on parametric partial preference relations”, Avtomat. i Telemekh., 2019, no. 7, 142–154; Autom. Remote Control, 80:7 (2019), 1294–1303
Linking options:
https://www.mathnet.ru/eng/at15117 https://www.mathnet.ru/eng/at/y2019/i7/p142
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Statistics & downloads: |
Abstract page: | 196 | Full-text PDF : | 156 | References: | 27 | First page: | 12 |
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