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IQ-TREE 2

高效的最大似然系统发育推断工具最新版本,新增分区模型和混合模型支持以适应异质进化过程。 集成 ModelFinder 自动选择最优替代模型,在大规模基因组数据集上表现优异且内存效率高。

PropertyValue
Purpose支持分区与混合模型的高效最大似然推断
Time ComplexityO(n^2 * s)
Space ComplexityO(n * s)
Year2020
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 · PhyML · FastTree

Tags

maximum-likelihood model-finder partition mixture-model

Released under the MIT License.