Reconstruction of additive phylogenetic tree

Research output: Contribution to journalArticle

8 Citations (Scopus)

Abstract

In the construction of phylogenetic tree, the choice of a metric for measuring the distance of pairs of objects, and linkages for measuring distance between groups are both crucial. For stepwise methods, different linkages usually produce different trees, and for exhaustive methods, the computation is time-consuming when the number of objects to be classified is large. In this paper, we propose an ultrametric fuzzy distance, and show that under this distance, the correspondent distance tree is additive and linkage-free, and therefore has a one-to-one correspondence between the distance matrix and trees. The algorithm is easy to implement even for a large sample of objects; however, it may mildly increase the chance of misclassification due to the loss of information.

Original languageEnglish
Pages (from-to)443-449
Number of pages7
JournalFuzzy Sets and Systems
Volume122
Issue number3
DOIs
Publication statusPublished - 2001 Sep 16

All Science Journal Classification (ASJC) codes

  • Logic
  • Artificial Intelligence

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