MrBayes
基于 Metropolis 耦合马尔可夫链蒙特卡洛的贝叶斯系统发育推断软件，是该领域最经典的工具之一。 支持多种核苷酸和氨基酸替换模型，能够高效采样后验分布并评估系统发育树的不确定性。
| Property | Value |
|---|---|
| Purpose | 经典贝叶斯系统发育推断 |
| Time Complexity | O(n^2 * s * r) |
| Space Complexity | O(n * s) |
| Year | 2012 |
| Category | Phylogenetics |
Complexity Analysis
- Time Complexity:
O(n^2 * s * r) - 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
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BEAST2 · RevBayes