 Wheeler was born on October 17, 1918 in Waco, Texas.He attended Subiaco Academy, earned his bachelor's and master's degree from Indiana University, and his PhD from Harvard University.He taught at Harvard University, Johns Hopkins University; became full professor of political science at Washington and Lee University, where he wrote "Fail-Safe".