Nonlinear Programming : Concepts, Algorithms, and Applications to Chemical Processes - Biegler, Lorenz T. (Philadelphia : Society for Industrial and Applied Mathematics, 2010)
Introduction to process optimization -- Concepts of unconstrained optimization -- Newton-type methods for unconstrained optimization -- Concepts of constrained optimization -- Newton methods for equality constrained optimization -- Numerical algorithms for constrained optimization -- Steady state process optimization -- Introduction to dynamic process optimization -- Dynamic optimization methods with embedded dae solvers -- Simultaneous methods for dynamic optimization -- Process optimization with complementarity constraints.
Keywords: Chemical Processes; Nonlinear Programming