RANDOM PARTITIONING AND PARALLEL PROCESSING SYSTEM FOR VERY LARGE SCALE OPTIMIZATION AND METHOD
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United States of America Patent
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Issued Date -
Mar 17, 2011
app pub date -
Sep 11, 2009
filing date -
Sep 11, 2009
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Abandoned
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Abstract
A system for random partitioning and parallel processing of a very large data set includes a random partitioning component, and an optimization component which optimizes the mix of data in the random partitioning component, and an aggregation component which aggregates the optimization for each of the random partitions into a solution for the entire data set. The solution is substantially optimized for given rules and other constraints. The random partitioning produces a substantially optimized solution in a lesser time. The size of the random partitions can be selected so as to produce an optimal solution in a selected amount of time.
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