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On the multicriteria allocation problem

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Abstract

We consider multicriteria allocation problems with linear sum objectives. Despite the fact that the single objective allocation problem is easily solvable, we show that already in the bicriteria case the problem becomes intractable, is NP-hard and has a non-connected efficient set in general. Using the equivalence to appropriately defined multiple criteria multiple-choice knapsack problems, an algorithm is suggested that uses partial dominance conditions to save computational time. Different types of enumeration schemes are discussed, for example, with respect to the number of necessary filtering operations and with regard to possible parallelizations of the procedure. Copyright Springer Science+Business Media New York 2014

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  • Michael Stiglmayr & José Figueira & Kathrin Klamroth, 2014. "On the multicriteria allocation problem," Annals of Operations Research, Springer, vol. 222(1), pages 535-549, November.
    • Handle: RePEc:spr:annopr:v:222:y:2014:i:1:p:535-549:10.1007/s10479-013-1356-x
    DOI: 10.1007/s10479-013-1356-x
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    1. Prabhakant Sinha & Andris A. Zoltners, 1979. "The Multiple-Choice Knapsack Problem," Operations Research, INFORMS, vol. 27(3), pages 503-515, June.
    2. Przybylski, Anthony & Gandibleux, Xavier & Ehrgott, Matthias, 2008. "Two phase algorithms for the bi-objective assignment problem," European Journal of Operational Research, Elsevier, vol. 185(2), pages 509-533, March.
    3. Deniz Aksen & Nuray Piyade & Necati Aras, 2010. "The budget constrained r-interdiction median problem with capacity expansion," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 18(3), pages 269-291, September.
    4. Chaya Losada & M. Scaparra & Richard Church & Mark Daskin, 2012. "The stochastic interdiction median problem with disruption intensity levels," Annals of Operations Research, Springer, vol. 201(1), pages 345-365, December.
    5. Leon Cooper, 1963. "Location-Allocation Problems," Operations Research, INFORMS, vol. 11(3), pages 331-343, June.
    6. Ehrgott, Matthias & Klamroth, Kathrin, 1997. "Connectedness of efficient solutions in multiple criteria combinatorial optimization," European Journal of Operational Research, Elsevier, vol. 97(1), pages 159-166, February.
    7. Jochen Gorski & Kathrin Klamroth & Stefan Ruzika, 2011. "Connectedness of Efficient Solutions in Multiple Objective Combinatorial Optimization," Journal of Optimization Theory and Applications, Springer, vol. 150(3), pages 475-497, September.
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