Optimisation in Energy SystemsExplores optimization in energy system modeling, covering decision variables, objective functions, and different strategies with their pros and cons.
Multi-arm BanditsDiscusses algorithms for balancing exploration and exploitation in decision-making processes.
Optimization MethodsCovers unconstrained and constrained optimization, optimal control, neural networks, and global optimization methods.
Quasi-newton optimizationCovers gradient line search methods and optimization techniques with an emphasis on Wolfe conditions and positive definiteness.
Coin Change ProblemExplores the coin change problem, comparing greedy and dynamic programming algorithms for optimal solutions.
