Abstract
We improve upon recent lower bounds on the minimum distortion of embedding certain finite metric spaces into L1. In particular, we show that for every n ≥ 1, there is an n-point metric space of negative type that requires a distortion of ω(log log n) for such an embedding, implying the same lower bound on the integrality gap of a well-known semidefinite programming relaxation for sparsest cut. This result builds upon and improves the recent lower bound of (log log n) 1/6-o(1) due to Khot and Vishnoi [The unique games conjecture, integrality gap for cut problems and the embeddability of negative type metrics into l 1, in Proceedings of the 46th Annual IEEE Symposium on Foundations of Computer Science, IEEE, Piscataway, NJ, 2005, pp. 53-62]. We also show that embedding the edit distance metric on {0, 1} n into L 1 requires a distortion of Ω(log n). This result improves a very recent (log n) 1/2-o(1) lower bound by Khot and Naor [Nonembeddability theorems via Fourier analysis, in Proceedings of the 46th Annual IEEE Symposium on Foundations of Computer Science, IEEE, Piscataway, NJ, 2005, pp. 101-112].
| Original language | English |
|---|---|
| Pages (from-to) | 2487-2498 |
| Number of pages | 12 |
| Journal | SIAM Journal on Computing |
| Volume | 38 |
| Issue number | 6 |
| DOIs | |
| State | Published - 2009 |
| Externally published | Yes |
Keywords
- Approximation algorithms
- Edit distance
- Graph partitioning
- Integrality gap
- Metric embeddings
- Negative type metrics
- Semidefinite programming relaxation