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A streamlined simplex approach to the singly constrained transportation problem

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  • D. Klingman
  • R. Russell

Abstract

A primal simplex procedure is developed to solve transportation problems with an arbitrary additional linear constraint. The approach is a specialization of the Double Reverse Method of Charnes and Cooper. Efficient procedures for pricing‐out the basis, determining representations, and implementing the change of basis are presented. These procedures exploit the pure transportation substructure in such a manner that full advantage may be taken of the computational schemes and list structures used to store and update the basis in codifying the MODI method. Furthermore, the pricing‐out and change‐of‐basis procedures are organized in a manner that permits the calculations for one to be utilized in the other. Computational results are presented which indicate that this method is at least 50 times faster than the state‐of‐the‐art LP code, APEX‐III. Methods for obtaining basic primal “feasible” starts and “good” feasible integer solutions are also presented.

Suggested Citation

  • D. Klingman & R. Russell, 1978. "A streamlined simplex approach to the singly constrained transportation problem," Naval Research Logistics Quarterly, John Wiley & Sons, vol. 25(4), pages 681-695, December.
  • Handle: RePEc:wly:navlog:v:25:y:1978:i:4:p:681-695
    DOI: 10.1002/nav.3800250410
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    Cited by:

    1. ÇalIskan, Cenk, 2011. "A specialized network simplex algorithm for the constrained maximum flow problem," European Journal of Operational Research, Elsevier, vol. 210(2), pages 137-147, April.

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