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Multiple Objective Programming Support

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  • P. Korhonen

Abstract

This paper gives a brief introduction into multiple objective programming support. We will overview basic concepts, formulations, and principles of solving multiple programming problems.To solve those problems requires the the intervention of a decision-maker. That's why behavioral assumptions play an important role in multiple objective programming. Which assumptions are made affects which kindof support is given to adecision maker. We will demonstrate how a free search type approach can be used to solve multiple objective programming problems.

Suggested Citation

  • P. Korhonen, 1998. "Multiple Objective Programming Support," Working Papers ir98010, International Institute for Applied Systems Analysis.
    • Handle: RePEc:wop:iasawp:ir98010
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    References listed on IDEAS

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    1. Wojtek Michalowski & Tomek Szapiro, 1992. "A Bi-Reference Procedure for Interactive Multiple Criteria Programming," Operations Research, INFORMS, vol. 40(2), pages 247-258, April.
    2. Pekka Korhonen & Jyrki Wallenius, 1988. "A pareto race," Naval Research Logistics (NRL), John Wiley & Sons, vol. 35(6), pages 615-623, December.
    3. James S. Dyer & Peter C. Fishburn & Ralph E. Steuer & Jyrki Wallenius & Stanley Zionts, 1992. "Multiple Criteria Decision Making, Multiattribute Utility Theory: The Next Ten Years," Management Science, INFORMS, vol. 38(5), pages 645-654, May.
    4. Korhonen, Pekka, 1988. "A visual reference direction approach to solving discrete multiple criteria problems," European Journal of Operational Research, Elsevier, vol. 34(2), pages 152-159, March.
    5. Korhonen, Pekka J. & Laakso, Jukka, 1986. "A visual interactive method for solving the multiple criteria problem," European Journal of Operational Research, Elsevier, vol. 24(2), pages 277-287, February.
    6. Korhonen, Pekka & Wallenius, Jyrki & Zionts, Stanley, 1992. "A computer graphics-based Decision Support System for multiple objective linear programming," European Journal of Operational Research, Elsevier, vol. 60(3), pages 280-286, August.
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    Cited by:

    1. A.P. Wierzbicki, 1998. "Reference Point Methods in Vector Optimization and Decision Support," Working Papers ir98017, International Institute for Applied Systems Analysis.
    2. Halme, Merja & Korhonen, Pekka, 2000. "Restricting weights in value efficiency analysis," European Journal of Operational Research, Elsevier, vol. 126(1), pages 175-188, October.
    3. P. Korhonen & A. Siljamaeki & M. Soismaa, 1998. "Practical Aspects of Value Efficiency Analysis," Working Papers ir98042, International Institute for Applied Systems Analysis.
    4. Gratiela Ghic, 2010. "The Importance of the Cost Information in Making Decisions," Knowledge Horizons - Economics, Faculty of Finance, Banking and Accountancy Bucharest,"Dimitrie Cantemir" Christian University Bucharest, vol. 2(4), pages 44-50, December.
    5. Tiso, Annamaria & Dell'Orco, Mauro & Sassanelli, Domenico, 2010. "A community of agents as a tool to optimize industrial districts logistics," European Transport \ Trasporti Europei, ISTIEE, Institute for the Study of Transport within the European Economic Integration, issue 46, pages 36-51.
    6. Arbel, Ami & Korhonen, Pekka, 2001. "Using objective values to start multiple objective linear programming algorithms," European Journal of Operational Research, Elsevier, vol. 128(3), pages 587-596, February.
    7. Tommi Gustafsson & Ahti Salo & Ramakrishnan Ramanathan, 2003. "Multicriteria methods for technology foresight," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 22(2-3), pages 235-255.
    8. T. Joro, 1998. "Models for Identifying Target Units in Data Envelopment Analysis: Comparison and Extension," Working Papers ir98055, International Institute for Applied Systems Analysis.
    9. Francisco J. André & Inés Herrero & Laura Riesgo, 2004. "Using DEA to estimate the importance of objectives for decision makers," Economic Working Papers at Centro de Estudios Andaluces E2004/50, Centro de Estudios Andaluces.
    10. Tarja Joro & Pekka Korhonen & Jyrki Wallenius, 1998. "Structural Comparison of Data Envelopment Analysis and Multiple Objective Linear Programming," Management Science, INFORMS, vol. 44(7), pages 962-970, July.
    11. P. Korhonen, 1997. "Searching the Efficient Frontier in Data Envelopment Analysis," Working Papers ir97079, International Institute for Applied Systems Analysis.
    12. M.A. Quaddus & M.A.B. Siddique, 1994. "Multiobjective Decision Support in Development Planning," Economics Discussion / Working Papers 94-01, The University of Western Australia, Department of Economics.
    13. Francisco J. André & Inés Herrero & Laura Riesgo, 2007. "Using a modified DEA model to estimate the importance of objectives. An application to agricultural economics," Working Papers 07.09, Universidad Pablo de Olavide, Department of Economics.
    14. Guangquan Zhang & Jie Lu, 2003. "An Integrated Group Decision-Making Method Dealing with Fuzzy Preferences for Alternatives and Individual Judgments for Selection Criteria," Group Decision and Negotiation, Springer, vol. 12(6), pages 501-515, November.
    15. G. Fischer & M. Makowski & J. Antoine, 1996. "Multiple Criteria Land Use Analysis," Working Papers wp96006, International Institute for Applied Systems Analysis.

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