What are quasi-newton optimization methods, Data Structure & Algorithms

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What are quasi-newton optimization methods

Problem

Answer the Following Questions About Optimization:

A. What are the steps in iterative optimization algorithms?

a. Check for convergence. What is a criteria?
b. Choose a step direction. What algorithm uses -gk(x)?
c. Choose a step size ?. (i.e. via a line search)
d. Compute the new coordinates (be able to write the formula).

B. What are "Quasi-Newton" optimization methods and what are their advantages compared to a Newton method?

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