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.
Quasi-newton optimizationCovers gradient line search methods and optimization techniques with an emphasis on Wolfe conditions and positive definiteness.
Optimization methodsCovers optimization methods, focusing on gradient methods and line search techniques.
Introduction to OptimizationCovers the basics of optimization, including historical perspectives, mathematical formulations, and practical applications in decision-making problems.