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Analysis of Preference Dependencies among Objectives

Author

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  • Ralph L. Keeney

    (Woodward-Clyde Consultants, San Francisco, California)

Abstract

In decision problems there are often preference dependencies for the achievement of various objectives. This paper suggests a problem-oriented approach to address such preference dependencies. First, a diagnostic analysis is conducted to identify the basis for the dependencies. Based on this, the attributes are divided into components or transformed into an alternate set of attributes with a lesser degree of preference dependence. Quantification of the value structure by developing a utility function is easier in such cases, making use of existing independence concepts.

Suggested Citation

  • Ralph L. Keeney, 1981. "Analysis of Preference Dependencies among Objectives," Operations Research, INFORMS, vol. 29(6), pages 1105-1120, December.
    • Handle: RePEc:inm:oropre:v:29:y:1981:i:6:p:1105-1120
    DOI: 10.1287/opre.29.6.1105
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    Cited by:

    1. Bottero, M. & Ferretti, V. & Figueira, J.R. & Greco, S. & Roy, B., 2015. "Dealing with a multiple criteria environmental problem with interaction effects between criteria through an extension of the Electre III method," European Journal of Operational Research, Elsevier, vol. 245(3), pages 837-850.
    2. Jiehua Xie & Zhengyong Zhou, 2022. "Patchwork Constructions of Multiattribute Utility Functions," Decision Analysis, INFORMS, vol. 19(2), pages 141-169, June.
    3. Corrente, Salvatore & Greco, Salvatore & Ishizaka, Alessio, 2016. "Combining analytical hierarchy process and Choquet integral within non-additive robust ordinal regression," Omega, Elsevier, vol. 61(C), pages 2-18.
    4. Ali E. Abbas & Ronald A. Howard, 2005. "Attribute Dominance Utility," Decision Analysis, INFORMS, vol. 2(4), pages 185-206, December.
    5. Michael D. Gerst & Melissa A. Kenney & Brett E. Howard & Robert J. Giraud, 2020. "A decision‐analytic approach to screening in chemical alternatives assessment," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1597-1604, March.
    6. Mongin, Philippe & Pivato, Marcus, 2015. "Ranking multidimensional alternatives and uncertain prospects," Journal of Economic Theory, Elsevier, vol. 157(C), pages 146-171.
    7. William B. Haskell & J. George Shanthikumar & Z. Max Shen, 2017. "Aspects of optimization with stochastic dominance," Annals of Operations Research, Springer, vol. 253(1), pages 247-273, June.
    8. James E. Smith & James S. Dyer, 2021. "On (Measurable) Multiattribute Value Functions: An Expository Argument," Decision Analysis, INFORMS, vol. 18(4), pages 247-256, December.
    9. Rakesh Kumar Sarin, 1983. "A Social Decision Analysis of the Earthquake Safety Problem: The Case of Existing Los Angeles Buildings," Risk Analysis, John Wiley & Sons, vol. 3(1), pages 35-50, March.
    10. Ali E. Abbas, 2009. "Multiattribute Utility Copulas," Operations Research, INFORMS, vol. 57(6), pages 1367-1383, December.
    11. George E. Apostolakis & Susan E. Pickett, 1998. "Deliberation: Integrating Analytical Results into Environmental Decisions Involving Multiple Stakeholders," Risk Analysis, John Wiley & Sons, vol. 18(5), pages 621-634, October.

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    Keywords

    852 preference dependencies;

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