Future Communication, Information and Computer Science – Zheng (Ed.)
© 2015 Taylor & Francis Group, London, 978-1-138-02653-7
Phylogenetic tree constructing algorithm based on K-means
quantum clustering
T. Chen
Hunan mobile communication company, Yongzhou, China
ABSTRACT: Phylogenetic tree is the key expression of the evolutionary relationships among species. Clus-
tering analysis is a significant method to construct phylogenetic trees based on gene expression data. In this
paper, we propose a K-means clustering algorithm based on quantum mechanics, namely K-means quantum
clustering (KQC) algorithm. This method measures different species based on the species’ features extracted
from their DNA sequence statistical data, and utilizes KQC algorithm to ...