Illustrative Graphs -- Intriguing Properties -- Markov Chains -- Markov Decision Processes -- Determinants -- Traces -- Linear Programming Based Algorithms -- Interior Point and Cross-Entropy Algorithms -- Self-similar Structure and Hamiltonicity -- Graph Enumeration