Simpsons Season 2, Episode 15: Oh Brother, Where Art Thou?

Grampa confesses that Homer has a half-brother, who immediately tries to track him down. Homer eventually discovers that his half brother is Herbert Powell, the head of a car manufacturer in Detroit.