The production function describes the relationship between physical inputs and outputs, indicating how much can be produced with a given amount of inputs based on technological knowledge. It is categorized into short-run and long-run production functions, each reflecting different variable factors, leading to distinct theories such as the law of variable proportions and returns to scale. The law of variable proportions explains how output responds to changes in one variable factor while other factors remain constant, and returns to scale describes changes in output when all input factors change proportionally.