Finding Minimum-Cost Flows by Double Scaling
Report ID: TR-164-88Author: Ahuja, Ravindra K. / Orlin, James B. / Tarjan, Robert E. / Goldberg, Andrew V.
Date: 1988-06-00
Pages: 30
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Abstract:
Several researchers have recently developed new techniques that give fast algorithms for the minimum-cost flow problem. In this paper we combine several of these techniques to yield an algorithm running in O(nmlog log U log(nC)) time on networks with n vertices, m arcs, maximum are capacity U, and maximum arc cost magnitude C. The major techniques used are the capacity-scaling approach of Edmonds and Karp, the excess-scaling approach of Ahuja and Orlin, the cost-scaling approach of Goldberg and Tarjan, and the dynamic tree data structure of Sleator and Tarjan. For nonsparse graphs with large maximum arc capacity, we obtain a similar but slightly better bound. We also obtain a slightly better bound for the (noncapacitated) transportation problem. In addition, we discuss a capacity-bounding approach to the minimum-cost flow problem.