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Approximating the nearest neighbor intercharge distance for non-uniform-degree evolutionary trees
Journal article   Peer reviewed

Approximating the nearest neighbor intercharge distance for non-uniform-degree evolutionary trees

Wing-Kai Hon and Tak-Wah Lam
International Journal of Foundations of Computer Science, Vol.12(4), pp.533-550
2001

Abstract

The nearest neighbor interchange (nni) distance is a classical metric for measuring the distance (dissimilarity) between evolutionary trees. It has been known that computing the nni distance is NP-complete. Existing approximation algorithms can attain an approximation ratio log n for unweighted trees and 4 log n for weighted trees; yet these algorithms are limited to degree-3 trees. This paper extends the study of nni distance to trees with non-uniform degrees. We formulate the necessary and sufficient conditions for nni transformation and devise more topology-sensitive approximation algorithms to handle trees with non-uniform degrees. The approximation ratios are respectively 2d, d+2), n and (2d, d+12), n for unweighted and weighted trees, where d ≥ 4 is the maximum degree of the input trees. © 2001 World Scientific Publishing Company.

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