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.
Choosing a Step SizeExplores choosing a step size in optimization on manifolds, including backtracking line-search and the Armijo method.
Optimization MethodsCovers unconstrained and constrained optimization, optimal control, neural networks, and global optimization methods.
Optimization PrinciplesCovers optimization principles, including linear optimization, networks, and concrete research examples in transportation.
