In this paper we estimate the Large Synoptic Survey Telescope (LSST) yield of
eclipsing binary stars, which will survey ~20,000 square degrees of the
southern sky during the period of 10 years in 6 photometric passbands to r ~
24.5. We generate a set of 10,000 eclipsing binary light curves sampled to the
LSST time cadence across the whole sky, with added noise as a function of
apparent magnitude. This set is passed to the Analysis of Variance (AoV) period
finder to assess the recoverability rate for the periods, and the successfully
phased light curves are passed to the artificial intelligence-based pipeline
EBAI to assess the recoverability rate in terms of the eclipsing binaries'
physical and geometric parameters. We find that, out of ~24 million eclipsing
binaries observed by LSST with S/N>10 in mission life-time, ~28% or 6.7 million
can be fully characterized by the pipeline. Of those, ~25% or 1.7 million will
be double-lined binaries, a true treasure trove for stellar astrophysics.Comment: 19 pages, 7 figures. Accepted to AJ, to appear in issue 142:2 (Aug
2011