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Locating names on vertices of a transaction network

Author

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  • Alcaide-López-de-Pablo, David
  • Sicilia, Joaquín
  • González-Sierra, Miguel Á.

Abstract

This paper deals with the problem of identifying names of unknown subjects located on vertices of a network which is previously established among subjects. The only available information is the knowledge of the names of some subjects in the network, and certain records of previous observations of transactions between all pairs of subjects. Such records offer us information about the frequency or intensity of these transactions. The aim is to find the more suitable identification of the unknown subjects taking into account the information about the frequency of transactions among subjects. It is proved that the problem is NP-hard. A heuristic approach is proposed for solving it and its performance is numerically illustrated.

Suggested Citation

  • Alcaide-López-de-Pablo, David & Sicilia, Joaquín & González-Sierra, Miguel Á., 2017. "Locating names on vertices of a transaction network," European Journal of Operational Research, Elsevier, vol. 262(2), pages 464-478.
    • Handle: RePEc:eee:ejores:v:262:y:2017:i:2:p:464-478
    DOI: 10.1016/j.ejor.2017.04.011
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    References listed on IDEAS

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    1. Loiola, Eliane Maria & de Abreu, Nair Maria Maia & Boaventura-Netto, Paulo Oswaldo & Hahn, Peter & Querido, Tania, 2007. "A survey for the quadratic assignment problem," European Journal of Operational Research, Elsevier, vol. 176(2), pages 657-690, January.
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    3. Tjalling C. Koopmans & Martin J. Beckmann, 1955. "Assignment Problems and the Location of Economic Activities," Cowles Foundation Discussion Papers 4, Cowles Foundation for Research in Economics, Yale University.
    4. Eugene L. Lawler, 1963. "The Quadratic Assignment Problem," Management Science, INFORMS, vol. 9(4), pages 586-599, July.
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