I had a client ask for that and it took a little while to get it but its simple:
function change_mce_path_options( $init ) {
$init['relative_urls'] = true;
$init['document_base_url'] = get_bloginfo('url');
return $init;
}
add_filter('tiny_mce_before_init', 'change_mce_path_options');