Optimisation in Energy SystemsExplores optimization in energy system modeling, covering decision variables, objective functions, and different strategies with their pros and cons.
Approximation AlgorithmsCovers approximation algorithms for optimization problems, LP relaxation, and randomized rounding techniques.
Optimization and SimulationExplores optimization techniques like Metropolis-Hastings and Simulated Annealing through Markov chains and stationary distributions.
Optimization and SimulationCovers optimization and simulation techniques for drawing from multivariate distributions and dealing with correlations.