Clustering Based on Black Hole Phenomenon
Big data analysis is a popular topic in recent years and clustering is one tool can be used to discover the data
knowledge. Many clustering optimization problems are solved by a Nature-inspired heuristic algorithm. In this paper, we
will propose a black hole clustering algorithm (BHC) by using the space gravitational phenomenon. Based on the concept of
universal gravitation, we define a function to measure the gravitation of a star. Since the gravitational power of the black
hole is so strong, the location of the black will have a maximum gravitation estimation function. At each step of BHC, the
stars (data objects) will then attracted to those invisible black holes and finally be swallowed.
Keywords- clustering; black hole; universal gravitation.