What are some advanced AI optimization techniques?
Advanced AI optimization techniques include genetic algorithms, simulated annealing, and gradient descent methods.
Can you explain how genetic algorithms work?
Genetic algorithms mimic natural selection, evolving solutions over generations to find optimal results.
What is simulated annealing and how is it different from genetic algorithms?
Simulated annealing is inspired by metallurgy, using a probabilistic technique to escape local minima, unlike genetic algorithms.
Are there any specific applications for these techniques?
Yes, they are used in fields like logistics, finance, and machine learning for optimizing complex problems.
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