VG (Variation Graph)
基于变异图的基因组分析工具包，将基因组序列和群体变异编码为有向图结构， 支持图上的序列比对和变异检测。该方法可处理参考基因组偏差，提供更公平 的比对和变异调用。
| Property | Value |
|---|---|
| Purpose | 基于变异图的序列比对和变异检测 |
| Time Complexity | O(n log n) |
| Space Complexity | O(n) |
| Year | 2017 |
| Difficulty | Advanced |
| Languages | C++ |
| Category | Graph Genomics |
Complexity Analysis
- Time Complexity:
O(n log n) - Space Complexity:
O(n)
Performance Insight: The time complexity of this algorithm is quasi-linear (n log n), balancing practical efficiency with theoretical near-optimality. 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.
Literature & Implementation
Related Tools
Minigraph · GCSA2 · GraphAligner