Nonlinear programming is a subfield of mathematical optimization concerned with the theory and methods for solving problems in which the objective function or any of the constraints are nonlinear functions of the variables. This area investigates techniques to find optimal solutions for complex systems where relationships are not strictly proportional, providing essential tools for modeling and decision-making across numerous scientific, engineering, and economic domains.