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Compounding problem in an interactive multiple objective optimization method

Author

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  • Park, K. Sam
  • Lee, Pyoungsoo

Abstract

This note finds and resolves a compounding problem in the interactive multi-objective optimization method developed by Park and Shin (2012). The compounding problem means that the algorithm generates a solution unexpected by the decision maker. A concrete example of the compounding problem is demonstrated and, to remove the problem, an improved algorithm is then developed. We also show that the improved algorithm converges to the known optimal solutions faster than the earlier algorithm.

Suggested Citation

  • Park, K. Sam & Lee, Pyoungsoo, 2016. "Compounding problem in an interactive multiple objective optimization method," European Journal of Operational Research, Elsevier, vol. 248(3), pages 1132-1135.
    • Handle: RePEc:eee:ejores:v:248:y:2016:i:3:p:1132-1135
    DOI: 10.1016/j.ejor.2015.08.049
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    References listed on IDEAS

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    1. Murat Köksalan & Robert D. Plante, 2003. "Interactive Multicriteria Optimization for Multiple-Response Product and Process Design," Manufacturing & Service Operations Management, INFORMS, vol. 5(4), pages 334-347, May.
    2. Park, K. Sam & Shin, Dong Eun, 2012. "Interactive multiobjective optimization approach to the input–output design of opening new branches," European Journal of Operational Research, Elsevier, vol. 220(2), pages 530-538.
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