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This lecture covers the Branch and Bound algorithm applied to the heuristic maximization problem, focusing on the use of LP relaxations and pruning techniques to find optimal solutions. The instructor explains how information flows down the tree, the conditions for infeasibility, and the importance of parent-child relationships in the algorithm.