WASHINGTON — Voters in key states such as Florida and Virginia waited in long lines hours after polls closed Tuesday night to cast ballots, even as politicians and their supporters urged them not to give up despite the long delays.

In Florida, where Republican officials cut back the number of days of early voting, there were waits of more than four hours at some polling places. There were also waits of up to four hours in Prince William County, Va., election officials said.