Because people move, and you need to be registered to vote in the right constituency and polling station (and those need to be well positioned/balanced so that too many people aren't voting in once place - which could mean some are unable to vote due to queues).
Being able to vote anywhere is not an option - it would required digital voting, which we do not want.[1]