DOI QR코드

DOI QR Code

Optimistic vs Pessimistic Use of Incomplete Weights in Multiple Criteria Decision Making

Park, K. Sam;Lee, Pyoungsoo

  • 투고 : 2015.06.08
  • 심사 : 2015.06.22
  • 발행 : 2015.11.30

초록

This note is concerned with the use of incomplete weights in multiple criteria decision making. In an earlier study, an optimistic use of incomplete weights is developed to prioritize decision alternatives, which applies the most favorable set of weights to the alternative to be evaluated. In this note, we develop a method for a pessimistic use, thereby applying the least favorable weight set to the evaluated alternative. This development makes possible a more detailed prioritization of competing alternatives, and hence enhances decision-making powers.

키워드

Multiple Criteria Decision Making;Incomplete Weights;Optimistic and Pessimistic Performance Prioritization

참고문헌

  1. Kmietowiz, Z. W. and A. D. Pearman, "Decision theory, linear partial information and statistical dominance," Omega 12 (1984), 391-399. https://doi.org/10.1016/0305-0483(84)90075-6
  2. Park, K. S., "Mathematical programming models for characterizing dominance and potential optimality when multicriteria alternative values and weights are simultaneously incomplete," IEEE Trans. Syst., Man, Cybern., Part A 34 (2004), 601-614. https://doi.org/10.1109/TSMCA.2004.832828
  3. Park, K. S. and J. W. Cho, "Pro-efficiency: data speak more than technical efficiency," European Journal of Operational Research 215 (2011), 301-308. https://doi.org/10.1016/j.ejor.2011.05.004
  4. Park, K. S. and D. E. Shin, "How to deal with imprecise weights in multiple criteria decision making," Global Business and Management Research: An International Journal 3 (2011), 200-214.
  5. Weber, M., "Decision making with incomplete information," European Journal of Operational Research 28 (1987), 44-57. https://doi.org/10.1016/0377-2217(87)90168-8
  6. Debreu, G., "The coefficient of resource utilization," Econometrica 19 (1951), 273-292. https://doi.org/10.2307/1906814
  7. Farrell, M. J., "The measurement of productive efficiency," Journal of the Royal Statistical Society, Series A 120 (1957), 253-281. https://doi.org/10.2307/2343100