Simplex AlgorithmCovers the Simplex algorithm for function minimization with linear constraints.
Solving Parity Games in PracticeExplores practical aspects of solving parity games, including winning strategies, algorithms, complexity, determinism, and heuristic approaches.
Degree of Freedom AnalysisExplores degree of freedom analysis, redundancy, and data reconciliation in process modeling and optimization.
Optimization methodsCovers optimization methods, focusing on gradient methods and line search techniques.
Approximation AlgorithmsCovers approximation algorithms for optimization problems, LP relaxation, and randomized rounding techniques.