On the efficacy of distributed simplex algorithms for linear programming |
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Authors: | James K. Ho R. P. Sundarraj |
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Affiliation: | (1) Information and Decision Sciences, University of Illinois at Chicago, m/c294, 601 S. Morgan, 60607 Chicago, IL;(2) Graduate School of Management, Clark University, 01610 Worcester, MA |
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Abstract: | We consider the use of distributed computation to solve general unstructured linear programs by the inherently serial approach of the simplex method. Timing models for the distributed algorithms are presented to predict results which are then verified empirically. Our results contribute to the identification of all viable exploitations of distributed computing which is likely to become a prevalent environment.Dedicated to Professor George B. Dantzig on the occasion of his eightieth birthday. |
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Keywords: | Linear programming distributed computation multiprocessing |
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