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Demand dispersion and logistics costs in one-to-many distribution systems

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  • Turkensteen, Marcel
  • Klose, Andreas

Abstract

When an organization decides on which groups of consumers it should target, the locations of these target consumers often play a role. Methods from the field of market segmentation are able to identify target groups with high benefit levels, but the expected costs of supplying products to the target groups are less well understood. These costs can play a large role if the locations of the customers, the demand locations, are geographically widely dispersed. This paper focuses on one-to-many distribution systems in which a central facility serves all demand points. We derive accurate logistics cost estimates from the dispersion of demand points for such systems, enabling a comparison of the expected logistics costs of different candidate target groups. The most accurate measure combines the average distance from the demand locations to a central location and the mutual distances between neighboring demand locations. The average of the distances between all pairs of locations forms a good alternative measure.

Suggested Citation

  • Turkensteen, Marcel & Klose, Andreas, 2012. "Demand dispersion and logistics costs in one-to-many distribution systems," European Journal of Operational Research, Elsevier, vol. 223(2), pages 499-507.
  • Handle: RePEc:eee:ejores:v:223:y:2012:i:2:p:499-507
    DOI: 10.1016/j.ejor.2012.06.008
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    as
    1. Figliozzi, Miguel Andres, 2009. "Planning approximations to the average length of vehicle routing problems with time window constraints," Transportation Research Part B: Methodological, Elsevier, vol. 43(4), pages 438-447, May.
    2. Awi Federgruen & Gregory Prastacos & Paul H. Zipkin, 1986. "An Allocation and Distribution Model for Perishable Products," Operations Research, INFORMS, vol. 34(1), pages 75-82, February.
    3. Berens, Wolfgang, 1988. "The suitability of the weighted lp-norm in estimating actual road distances," European Journal of Operational Research, Elsevier, vol. 34(1), pages 39-43, February.
    4. Bektas, Tolga & Laporte, Gilbert, 2011. "The Pollution-Routing Problem," Transportation Research Part B: Methodological, Elsevier, vol. 45(8), pages 1232-1250, September.
    5. Jack Brimberg & Robert F. Love, 1993. "Global Convergence of a Generalized Iterative Procedure for the Minisum Location Problem with lp Distances," Operations Research, INFORMS, vol. 41(6), pages 1153-1163, December.
    6. Frenkel Ter Hofstede & Michel Wedel & Jan-Benedict E.M. Steenkamp, 2002. "Identifying Spatial Segments in International Markets," Marketing Science, INFORMS, vol. 21(2), pages 160-177, July.
    7. Ronald H. Ballou, 2001. "Unresolved Issues in Supply Chain Network Design," Information Systems Frontiers, Springer, vol. 3(4), pages 417-426, December.
    8. Baita, Flavio & Ukovich, Walter & Pesenti, Raffaele & Favaretto, Daniela, 1998. "Dynamic routing-and-inventory problems: a review," Transportation Research Part A: Policy and Practice, Elsevier, vol. 32(8), pages 585-598, November.
    9. Nagy, Gabor & Salhi, Said, 2007. "Location-routing: Issues, models and methods," European Journal of Operational Research, Elsevier, vol. 177(2), pages 649-672, March.
    10. G. Clarke & J. W. Wright, 1964. "Scheduling of Vehicles from a Central Depot to a Number of Delivery Points," Operations Research, INFORMS, vol. 12(4), pages 568-581, August.
    11. Michael Brusco & Douglas Steinley, 2007. "A Comparison of Heuristic Procedures for Minimum Within-Cluster Sums of Squares Partitioning," Psychometrika, Springer;The Psychometric Society, vol. 72(4), pages 583-600, December.
    12. Turkensteen, Marcel & Sierksma, Gerard & Wieringa, Jaap E., 2011. "Balancing the fit and logistics costs of market segmentations," European Journal of Operational Research, Elsevier, vol. 213(1), pages 340-348, August.
    13. Dominique Peeters & Isabelle Thomas, 2000. "Distance predicting functions and applied location-allocation models," Journal of Geographical Systems, Springer, vol. 2(2), pages 167-184, July.
    14. Daganzo, Carlos F., 1988. "A comparison of in-vehicle and out-of- vehicle freight consolidation strategies," Transportation Research Part B: Methodological, Elsevier, vol. 22(3), pages 173-180, June.
    15. Fleischmann, Bernhard, 1993. "Designing distribution systems with transport economies of scale," European Journal of Operational Research, Elsevier, vol. 70(1), pages 31-42, October.
    16. Bernhard Fleischmann & Stefan Gnutzmann & Elke Sandvoß, 2004. "Dynamic Vehicle Routing Based on Online Traffic Information," Transportation Science, INFORMS, vol. 38(4), pages 420-433, November.
    17. Daganzo, Carlos F. & Newell, Gordon F., 1985. "Physical distribution from a warehouse: Vehicle coverage and inventory levels," Transportation Research Part B: Methodological, Elsevier, vol. 19(5), pages 397-407, October.
    18. Robuste, Francesc & Daganzo, Carlos F. & Souleyrette, Reginald R., 1990. "Implementing vehicle routing models," Transportation Research Part B: Methodological, Elsevier, vol. 24(4), pages 263-286, August.
    19. Brimberg, Jack & Love, Robert F., 1993. "Directional bias of the lp-norm," European Journal of Operational Research, Elsevier, vol. 67(2), pages 287-294, June.
    20. J-F Cordeau & M Gendreau & G Laporte & J-Y Potvin & F Semet, 2002. "A guide to vehicle routing heuristics," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 53(5), pages 512-522, May.
    21. Saïd Salhi & Gábor Nagy, 2009. "Local improvement in planar facility location using vehicle routing," Annals of Operations Research, Springer, vol. 167(1), pages 287-296, March.
    22. Carlos F. Daganzo, 1984. "The Distance Traveled to Visit N Points with a Maximum of C Stops per Vehicle: An Analytic Model and an Application," Transportation Science, INFORMS, vol. 18(4), pages 331-350, November.
    23. repec:cor:louvrp:-1458 is not listed on IDEAS
    24. Chaug-Ing Hsu & I-Jin Tsai, 1999. "articles: Logistics cost, consumer demand, and retail establishment density," Papers in Regional Science, Springer;Regional Science Association International, vol. 78(3), pages 243-263.
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