Multi-arm BanditsDiscusses algorithms for balancing exploration and exploitation in decision-making processes.
Optimization PrinciplesCovers optimization principles, including linear optimization, networks, and concrete research examples in transportation.
Approximation AlgorithmsCovers approximation algorithms for optimization problems, LP relaxation, and randomized rounding techniques.
Optimisation in Energy SystemsExplores optimization in energy system modeling, covering decision variables, objective functions, and different strategies with their pros and cons.
Coin Rendering: Part 1Covers coin rendering and the limitations of the greedy algorithm in finding optimal solutions.
