Complexity of AlgorithmsExplores algorithm complexity, analyzing efficiency and worst-case scenarios of sorting algorithms.
Computation & Algorithms IExplores algorithm complexity, time complexity estimation, Landau notations, and asymptotic behavior analysis.
Solving Parity Games in PracticeExplores practical aspects of solving parity games, including winning strategies, algorithms, complexity, determinism, and heuristic approaches.
Optimization AlgorithmsCovers optimization algorithms, convergence properties, and time complexity of sequences and functions.
Elements of Computational ComplexityIntroduces computational complexity, decision problems, quantum complexity, and probabilistic algorithms, including NP-hard and NP-complete problems.
Complexity of AlgorithmsCovers the Big-O notation to analyze algorithm efficiency and provides examples of polynomial and factorial function estimates.