We present a generalized version of the path interchange Zel'dovich approxi
mation (PIZA), for use with realistic galaxy redshift surveys. PIZA is a li
near particle-based Lagrangian method which uses the present-day positions
of galaxies to reconstruct both the initial density field and the present-d
ay peculiar velocity field. We generalize the method by mapping galaxy posi
tions from redshift space to real space in the Local Group frame, and take
the selection function into account by minimizing the mass-weighted action.
We have applied our new method to mock galaxy catalogues, and find that it
offers an improvement in the accuracy of reconstructions over linear theor
y. We have applied our method to the all-sky IRAS Point Source Catalog Reds
hift Survey (PSCz). Applying PIZA to PSCz, we are able to obtain the peculi
ar velocity field, the dipole, hulk velocities, and the distortion paramete
r. From the dipole, we find that beta = 0.51 +/- 0.14. We compare the PSCz
bulk velocity with that of the Mark III velocity survey, and conclude that
beta = 0.5 +/- 0.15. We compare the PSCz dipole with that of the SFI Tully
Fisher Survey and find that beta = 0.55 +/- 0.1.