Analysis of some greedy algorithms for the single-sink fixed-charge transportation problem

Analysis of some greedy algorithms for the single-sink fixed-charge transportation problem

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Article ID: iaor200971210
Country: United States
Volume: 15
Issue: 4
Start Page Number: 331
End Page Number: 349
Publication Date: Aug 2009
Journal: Journal of Heuristics
Authors: ,
Keywords: heuristics
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.

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