shopt manual :
dotglob
If set, Bash includes filenames beginning with a ‘.’ in the results of filename expansion.
Step 1
Run this command first
shopt -s dotglob
Step 2
Run your command
mv * /newlocation
REFERENCE
http://www.gnu.org/software/bash/manual/html_node/The-Shopt-Builtin.html