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International Journal of Machine Learning and Cybernetics
Published in: International Journal of Machine Learning and Cybernetics 8/2018

24-03-2017 | Original Article

Normalized projection approach to group decision-making with hybrid decision information

Author: Chuan Yue

Published in: International Journal of Machine Learning and Cybernetics | Issue 8/2018

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Abstract

Projection is an important measure in decision science, and it is also often used as a tool for various administrators. However, there are some defects in the existing projection models. To solve this significant scientific problem, this paper intends to establish new projection measures between two real vectors and between two interval vectors. First, the hidden flaws of existing projection measures are pertinently shown, and new projection measures in real number and interval settings are established, which satisfy the condition of normalization. Then new projection measures are applied to group decision-making with hybrid decision information, including real numbers and interval data. Finally, an experimental analysis shows the applicability, feasibility, effectiveness and advantages of the proposed methods.
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Metadata
Title
Normalized projection approach to group decision-making with hybrid decision information
Author
Chuan Yue
Publication date
24-03-2017
Publisher
Springer Berlin Heidelberg
Published in
International Journal of Machine Learning and Cybernetics / Issue 8/2018
Print ISSN: 1868-8071
Electronic ISSN: 1868-808X
DOI
https://doi.org/10.1007/s13042-017-0650-3

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