City officials and the Madison Police Department will use many of the same strategies as in past years to deal with Halloween crowds, but they will increase the number of mounted officers and additional neighborhood patrols to monitor house parties. Stadium-style lighting will be turned on at dusk, instead of at a designated ending time, as last year.