for Markov chain Monte Carlo. One of the first efforts to generate random digits in a fully automated way, was undertaken by the RAND Corporation in 1947. The tables produced were published as a book in 1955, and also as a series of punch cards.

By the mid-1950s, several articles and patents for devices had been proposed for random number generators.