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Construction Of Aggregation Functions From Data Using linear Programming

机译:使用线性规划从数据构造聚合函数

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摘要

This article examines the construction of aggregation functions from data by minimizing the least absolute deviation criterion. We formulate various instances of such problems as linear programming problems. We consider the cases in which the data are provided as intervals, and the outputs ordering needs to be preserved, and show that linear programming formulation is valid for such cases. This feature is very valuable in practice, since the standard simplex method can be used.
机译:本文通过最小化最小绝对偏差准则来检查数据的聚合函数的构造。我们将诸如线性规划问题之类的问题的各种情况公式化。我们考虑了将数据作为间隔提供并且需要保留输出顺序的情况,并表明线性规划公式对于这种情况是有效的。由于可以使用标准的单纯形法,因此此功能在实践中非常有价值。

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