How to recover missing tracks from a purchased album on iPad?

i purchased a music album a few years ago, using my iPad, and now find that some tracks are missing. i cannot seem to recover the missing tracks and now the album is no longer offered in the iTunes Store. Can anyone help.

[Re-Titled by Moderator]

Original Title: Missing music