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Analysis of some greedy algorithms for the single-sink fixed-charge transportation problem
Authors:Simon Görtz  Andreas Klose
Affiliation:1. Faculty of Economics and Social Sciences, University of Wuppertal, Gau?stra?e 20, 42197, Wuppertal, Germany
2. Department of Mathematical Sciences, University of Aarhus, Ny Munkegade, Building 1530, 8000, Aarhus C, Denmark
Abstract:The single-sink fixed-charge transportation problem (SSFCTP) consists of finding a minimum cost flow from a number of nodes to a single sink. Beside a cost proportional to the amount shipped, the flow cost encompass a fixed charge. The SSFCTP is an important subproblem of the well-known fixed-charge transportation problem. Nevertheless, just a few methods for solving this problem have been proposed in the literature. In this paper, some greedy heuristic solutions methods for the SSFCTP are investigated. It is shown that two greedy approaches for the SSFCTP known from the literature can be arbitrarily bad, whereas an approximation algorithm proposed in the literature for the binary min-knapsack problem has a guaranteed worst case bound if adapted accordingly to the case of the SSFCTP.
Keywords:Fixed-charge transportation problem  Min-knapsack problem  Greedy algorithms  Worst-case analysis  Approximation algorithms
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