HiFiBD
专为 PacBio HiFi 数据设计的泛基因组图分型方法，利用图结构中的变异信息 提高低频变异的检测灵敏度。该方法可直接在泛基因组图上进行比对和分型。
| Property | Value |
|---|---|
| Purpose | 泛基因组图上的 HiFi 数据分型 |
| Time Complexity | O(n * d) |
| Space Complexity | O(n) |
| Year | 2022 |
| Difficulty | Advanced |
| Languages | C++ |
| Category | Graph Genomics |
Complexity Analysis
- Time Complexity:
O(n * d) - Space Complexity:
O(n)
Performance Insight: The time complexity of this algorithm is polynomial. Linear space can often be reduced by constant factors via sliding-window techniques.
Note: Complexity analysis is based on theoretical models. Actual runtime is affected by input scale, hardware, and implementation optimizations. Benchmark for your specific workload.
Related Tools
VG · Minigraph · GraphAligner