Frankly speaking, it is not advisable to move with the children. Children are not habituated with such types of environment. Some children are behaving stranger while some keep crying because they are not habituated with the idea of move.
It is totally new environment for the children; you must be getting aware them about your moving. You must communicate with your children and make them feet for the move.
Normally move is a family event; you should also involve your child in the activity like planning, packing, and perhaps even choosing the new residence.