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Linear Algebra BasicsCovers the basics of linear algebra, including minimizing costs and optimal packing strategies.
FPTAS for KnapsackIntroduces the FPTAS for the Knapsack problem, focusing on achieving an approximation of (1-ε) times the optimal solution.
Optimization and SimulationExplores greedy heuristics in optimization, integrality constraints, and comparison of optimization methods.
Optimisation in Energy SystemsExplores optimization in energy system modeling, covering decision variables, objective functions, and different strategies with their pros and cons.
Generalization of the Model ProblemCovers the generalization of the model problem in structural mechanics and explores equilibrium equations and the link between normal force and displacement.