The Cobb-Douglas function was discovered by building on the work of von Thunen, Mill, Pareto, and Wicksell. These earlier researchers laid the groundwork for the utility and production functions that led to the Cobb-Douglas function. This function has been independently discovered by multiple authors and has been crucial in understanding production and utility theory.