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This lecture covers topics such as optimal integer programming and linear programming relaxation, Gomory cuts, disjunction cuts, independent set in graphs, and an iterative rounding heuristic for searching the space of solutions in a maximization MILP. The instructor presents a detailed analysis of branch and bound steps, providing insights into the process of finding the best solution. Practical examples and a Branch and Bound tree traversal are used to illustrate the concepts discussed.