What are some examples of optimization algorithms?
Some common examples include Gradient Descent, Genetic Algorithms, and Simulated Annealing.
Can you explain how Gradient Descent works?
Gradient Descent is an iterative optimization algorithm used to minimize a function by adjusting parameters in the direction of the steepest descent.
What are Genetic Algorithms used for?
Genetic Algorithms are used for optimization problems, machine learning, and evolving solutions to complex problems by mimicking natural selection.
Are there any real-world applications of these algorithms?
Yes, they are used in various fields like finance for portfolio optimization, logistics for route planning, and AI for training models.
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