You can do this by running a Search from each of your Search screens for the old Program:
From the Case Record Results, Select Records to change, choose Action, Change Program
Note the Warnings about changing the Program
Select the new Program from the drop-down: Save
Everyone included in the search, who was selected, should now be assigned to the new Program. You can do this for Mentees, Mentors, and Matches.