Clustering Neutrosophic Data Sets and Neutrosophic Valued Metric Spaces

Abstract

In this paper, we define the neutrosophic valued (and generalized or G) metric spaces for the first time. Besides, we newly determine a mathematical model for clustering the neutrosophic big data sets using G-metric. Furthermore, relative weighted neutrosophic-valued distance and weighted cohesion measure, is defined for neutrosophic big data set. We offer a very practical method for data analysis of neutrosophic big data although neutrosophic data type (neutrosophic big data) are in massive and detailed form when compared with other data types.

Keywords

• G-metric
• neutrosophic G-metric
• neutrosophic sets
• clustering
• neutrosophic big data
• neutrosophic logic