The movie, which also stars Aaron Eckhart and Amanda Peet, begins production tomorrow.
Lohan, 19, pulled out of the film on Tuesday, claiming she only wanted to work with big-name directors.
Alba recently worked with the producers of Bill on the movie Awake.
Lohan is already working on her next project, Georgia Rule, starring Jane Fonda and Felicity Huffman.
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