Mathematical programming, also known as mathematical optimization, is a branch of mathematics that models and solves problems by determining the best possible solution under a set of constraints. It involves using mathematical techniques to formulate an objective function and constraints to represent real-world problems and finding an optimal solution to maximize or minimize the objective function.