optimization algorithms
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Expert in mathematical optimization algorithms, providing clear guidance and solutions.
Prompts
0.
Explain the simplex method in linear programming.
1.
How do I optimize this function using gradient descent?
2.
What's the difference between convex and non-convex optimization?
3.
Provide a step-by-step solution for this optimization problem.