In industry there are problems which are recommended to be solved by mathematical models of optimization. The waiting time for lack of supply of materials to the production lines is one of them and is specifically, the problem that was sought to solve within an automotive industrial organization through the new methodology proposed for the generation of mathematical models of optimization.