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Programming Assignments for COGS186 (SS1, 2023) at UCSD. COGS 186. Genetic Algorithms (4) This course will teach in detail some of the key biology-inspired AI algorithms. It will cover genetic algorithms (GA), particle swarm optimization algorithms (PSO), and other optimization algorithms like simulated annealing and gradient descent.