Fuzzy least absolutes regression

S. M. Taheri, M. Kelkinnama
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引用次数: 15

Abstract

Fuzzy linear regression model with crisp input, fuzzy output is investigated. A least absolute deviation approach, by introducing and applying a new metric on the space of fuzzy numbers, is developed. In addition, a new capability index is proposed to evaluate the proposed model.
模糊最小绝对回归
研究了输入清晰、输出模糊的模糊线性回归模型。通过在模糊数空间上引入和应用一种新的度量,提出了一种最小绝对偏差方法。此外,还提出了一个新的能力指标来评价所提出的模型。
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