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FastTree

面向大规模多序列比对的近似最大似然建树工具,通过启发式搜索快速生成大规模系统发育树。 该方法在处理上万条序列时速度明显快于传统方法,是高通量进化分析和微生物组研究中的常用选择。

PropertyValue
Purpose大规模序列集合的快速近似最大似然建树
Time ComplexityO(n * s * log n)
Space ComplexityO(n * s)
Year2010
CategoryPhylogenetics

Complexity Analysis

  • Time Complexity: O(n * s * log n)
  • Space Complexity: O(n * s)

Performance Insight: The time complexity of this algorithm is polynomial.

Note: Complexity analysis is based on theoretical models. Actual runtime is affected by input scale, hardware, and implementation optimizations. Benchmark for your specific workload.

Literature & Implementation

IQ-TREE · RAxML-NG · PhyML

Tags

tree-building approximate-likelihood scalable fast

Released under the MIT License.