Parallel dynamic-programming and ship voyage management

Parallel dynamic-programming and ship voyage management

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Article ID: iaor1999793
Country: United States
Volume: 6
Issue: 8
Start Page Number: 673
End Page Number: 696
Publication Date: Aug 1994
Journal: Concurrency-practice and Experience
Authors: , ,
Keywords: programming: dynamic
Abstract:

The paper is concerned with the design and implementation of a parallel dynamic programming algorithm for use in ship voyage management. The basic concepts are presented in terms of a simple model for weather routing. Other factors involved in voyage management, and their inclusion in a more comprehensive algorithm, are also discussed. The algorithms have been developed and implemented using a transputer-based distributed-memory parallel machine using the high-level communication harness CS Tools. Trial calculations over grids of up to 282 nodes have been carried out and the results are presented. Good speed-ups for the calculations have been attained, and the factors affecting the efficiency of the parallel computations are reviewed. These trial calculcations indicate that a ship voyage management system based on parallel dynamic programming is likely to be beneficial.

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