A parallel tabu search algorithm for solving the container loading problem

A parallel tabu search algorithm for solving the container loading problem

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Article ID: iaor20062890
Country: Netherlands
Volume: 29
Issue: 5
Start Page Number: 641
End Page Number: 662
Publication Date: May 2003
Journal: Parallel Computing
Authors: , ,
Keywords: tabu search, containers
Abstract:

This paper presents a parallel tabu search algorithm for the container loading problem with a single container to be loaded. The emphasis is on the case of a weakly heterogeneous load. The distributed-parallel approach is based on the concept of multi-search threads according to Toulouse et al. i.e., several search paths are investigated concurrently. The parallel searches are carried out by differently configured instances of a tabu search algorithm, which cooperate by the exchange of (best) solutions at the end of defined search phases. The parallel search processes are executed on a corresponding number of LAN workstations. The efficiency of the parallel tabu search algorithm is demonstrated by an extensive comparative test including well-known reference problems and loading procedures from other authors.

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