Talking more about modern incarceration. Historically, banishment, exile, or execution were much simpler solutions to those who could not peacefully participate in society.

The intent of modern incarceration, at least in civilized nations, is the recognition (through study) that punishment is not rehabilitative or particularly beneficial for society as a whole. To use prison as a punishment can only act as a deterrent, not as a remedy.