Lagrange multiplier theory provides a tool for the analysis of a general class of nonlinear variational problems and is the basis for developing efficient and powerful iterative methods for solving these problems. This comprehensive monograph analyses Lagrange multiplier theory and shows its impact on the development of numerical algorithms for problems posed in a function space setting.