Optimization in Machine Learning: Gradient-Based and Non-Gradient-Based Methods

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Multiple Choice

Which of the following is a gradient-based optimization method?

  1. Stochastic Gradient Descent (SGD)
  2. Simulated Annealing
  3. Particle Swarm Optimization
  4. Genetic Algorithm
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