It is very difficult to change colleges and is normally only considered in exceptional circumstances. As your college is a big part of the university admin system, it can impact on a lot and that is probably one of the reasons they discourage it.
You could ask your college personal tutor or perhaps the residence officers but it is unlikely that it will be possible.
Why do you wish to change colleges [if you don't mind my asking]? Have you started at Lancaster yet?