This period also marks the beginning of mathematical modelling of public goods with Samuelson's “The Pure Theory of Public Expenditure” (1954), in it he gives a set of equations for efficient provision of public goods (he called them collective consumption goods), now known as the Samuelson condition.[34] He then gives a description of what is now called the free rider problem: