Simplex AlgorithmCovers the Simplex algorithm for function minimization with linear constraints.
Optimization PrinciplesCovers optimization principles, including linear optimization, networks, and concrete research examples in transportation.
Formulation, Problem DefinitionCovers the formulation and problem definition in optimization, focusing on defining the objective function, constraints, and feasible set.
Mixing Space IExplores mixing space, ternary diagrams, greenhouse optimization, and solution scenarios.
Quasi-newton optimizationCovers gradient line search methods and optimization techniques with an emphasis on Wolfe conditions and positive definiteness.
Introduction to OptimizationCovers the basics of optimization, including historical perspectives, mathematical formulations, and practical applications in decision-making problems.
Optimization in Energy SystemsExplores optimization in energy systems, focusing on decision-making through objective functions and constraints to determine system states.
Initial BFSExplores finding the initial Basic Feasible Solution (BFS) in a linear program.