Is it possible to move a file from one library to another along with the lookup columns associated with it?
Well, Finally I figured out :-) See while making a workflow, there is option of "Association Columns" there we can add new column and select the type as "Look-up",search for the specific column name and save it. Now just save and publish the workflow !! And it finally works. Revert, for any clarifications.