Jump to content

Eigengap

From Wikipedia, the free encyclopedia

This is the current revision of this page, as edited by Citation bot (talk | contribs) at 07:01, 17 December 2023 (Add: bibcode. | Use this bot. Report bugs. | Suggested by Whoop whoop pull up | Category:Linear algebra | #UCB_Category 200/287). The present address (URL) is a permanent link to this version.

(diff) ← Previous revision | Latest revision (diff) | Newer revision → (diff)

In linear algebra, the eigengap of a linear operator is the difference between two successive eigenvalues, where eigenvalues are sorted in ascending order.

The Davis–Kahan theorem, named after Chandler Davis and William Kahan, uses the eigengap to show how eigenspaces of an operator change under perturbation.[1] In spectral clustering, the eigengap is often referred to as the spectral gap; although the spectral gap may often be defined in a broader sense than that of the eigengap.

See also

[edit]

References

[edit]
  1. ^ Davis, C.; W. M. Kahan (March 1970). "The rotation of eigenvectors by a perturbation. III". SIAM J. Numer. Anal. 7 (1): 1–46. Bibcode:1970SJNA....7....1D. doi:10.1137/0707001.