Trade-offs in Data and TimeExplores trade-offs between data and time in computational problems, emphasizing diminishing returns and continuous trade-offs.
Introduction to OptimizationIntroduces linear algebra, calculus, and optimization basics in Euclidean spaces, emphasizing the power of optimization as a modeling tool.
Convex Optimization: ExercisesCovers exercises on convex optimization, focusing on formulating and solving optimization problems using YALMIP and solvers like GUROBI and MOSEK.
Exact methods: Branch and BoundExplores the Branch and Bound algorithm in discrete optimization, efficiently finding optimal solutions by calculating lower bounds on subsets.
