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PhyML

基于最大似然法的快速系统发育树构建工具,使用启发式搜索策略加速树拓扑的优化。该方法可自动选择最优的核苷酸或蛋白质替换模型。

PropertyValue
Purpose快速最大似然系统发育推断
Time ComplexityO(n^2 * s)
Space ComplexityO(n * s)
Year2003
DifficultyIntermediate
LanguagesC
CategoryPhylogenetics

Complexity Analysis

  • Time Complexity: O(n^2 * s)
  • 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

RAxML-NG · IQ-TREE · FastTree

Tags

maximum-likelihood fast model-selection classic

Released under the MIT License.