A Kriging-Based Optimization Approach for Large Data Sets Exploiting Points Aggregation Techniques
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DOI: 10.1109/tmag.2017.2665703
Abstract: A kriging-based optimization approach is proposed for problems with large data sets and high dimensionality. Memory usage is maintained via model centering aided by minimizing the impact of information loss on accuracy of new point… read more here.
Keywords: data sets; optimization approach; based optimization; large data ... See more keywords