Approximation AlgorithmsCovers approximation algorithms for optimization problems, LP relaxation, and randomized rounding techniques.
Branch & Bound: OptimizationCovers the Branch & Bound algorithm for efficient exploration of feasible solutions and discusses LP relaxation, portfolio optimization, Nonlinear Programming, and various optimization problems.
Exact methods: Branch and BoundExplores the Branch and Bound algorithm in discrete optimization, efficiently finding optimal solutions by calculating lower bounds on subsets.
Optimisation in Energy SystemsExplores optimization in energy system modeling, covering decision variables, objective functions, and different strategies with their pros and cons.
Integer OptimizationCovers optimization problems, minimal packing, and bounds in Integer Optimization.
Optimization PrinciplesCovers optimization principles, including linear optimization, networks, and concrete research examples in transportation.
Optimization and SimulationExplores greedy heuristics in optimization, integrality constraints, and comparison of optimization methods.
Hedging for LPsCovers the concept of hedging for Linear Programs and the simplex method, focusing on minimizing costs and finding optimal solutions.
Optimization in EngineeringExplores optimization methods in engineering, covering decision variables, constraints, and various solving techniques.