平衡最小进化问题教程

A tutorial on the balanced minimum evolution problem

European Journal of Operational Research · 2021
被引 9
ABS 4

中文导读

本文介绍平衡最小进化问题(BMEP),即寻找给定分子序列集的最短无根二叉树(系统发育树),并综述当前最优解法、主要成果与待解挑战,适用于系统学、医学研究、药物发现等领域。

Abstract

The Balanced Minimum Evolution Problem (BMEP) is an APX-hard network design problem that consists of finding a minimum length unrooted binary tree (also called a phylogeny) having as a leaf-set a given set of molecular sequences. The optimal solution to the BMEP (i.e., the optimal phylogeny) encodes the hierarchical evolutionary relationships of the input sequences. This information is crucial for a multitude of research fields, ranging from systematics to medical research, passing through drug discovery, epidemiology, ecology, biodiversity assessment and population dynamics. In this article, we introduce the reader to the problem and present the current state-of-the-art; we include the most important achievements reached so far and the challenges that still remain to be addressed.

系统学计算生物学数学优化组合优化进化算法