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This lecture covers the application of optimization techniques in engineering, focusing on solving complex problems efficiently. Topics include mathematical modeling, constraint handling, and algorithm selection. The instructor discusses various optimization methods such as gradient descent, genetic algorithms, and simulated annealing.