Nonlinear Programming: Part ICovers the fundamentals of Nonlinear Programming and its applications in Optimal Control, exploring techniques, examples, optimality definitions, and necessary conditions.
Networks: FormulationExplains the formulation of network optimization problems to minimize transportation costs.
Simplex Algorithm: TableauCovers the main idea behind the Simplex algorithm and explains the Tableau method for solving linear programming problems.
Optimisation in Energy SystemsExplores optimization in energy system modeling, covering decision variables, objective functions, and different strategies with their pros and cons.
Linear Programming DualityExplores Linear Programming Duality, covering weak duality, strong duality, Lagrange multipliers interpretation, and optimization constraints.