A new approach to normalization of interval and fuzzy weights
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- 作者：P. Sevastjanov<sup> ; sup><sup>sevast@icis.pcz.plsup> ; L. Dymova ; P. Bartosiewicz
- 关键词：Interval weights ; Fuzzy weights ; Normalization
- 刊名：Fuzzy Sets and Systems
- 出版年：2012
- 出版时间：1 July, 2012
- 年：2012
- 卷：198
- 期：Complete
- 页码：34-45
- 全文大小：401 K
文摘
A new approach to normalization of interval and fuzzy weights based on the so-called ¡°interval extended zero?method is proposed. The three desirable intuitively obvious properties of the normalization procedure are defined. The main of them is based on the assumption that the sum of normalized interval or fuzzy weights should be an interval or a fuzzy value centered around 1 with a minimal width. The advantages of a new approach are illustrated with the use of numerical examples. It is shown that a new approach performs better than known methods for normalization of interval and fuzzy weights as it provides the results with the properties which are close to the desirable ones.