Nonlinear Optimization MethodsCovers methods for solving nonlinear optimization problems, including direct search, Newton-Raphson, and branch and bound.
Optimization in EngineeringExplores optimization methods in engineering, covering decision variables, constraints, and various solving techniques.
Weak and Strong DualityCovers weak and strong duality in optimization problems, focusing on Lagrange multipliers and KKT conditions.
Discussion of ComplexityExplores worst-case complexity in computer science and the importance of real-life complexity in algorithm selection.