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Minimization Rule, Limited Minimization Rule, Diminishing Step-size, Constant Step-size, Armijo Rule, Trust Region Algorithms What are the advantages and disadvantages of each of the above

Minimization Rule, Limited Minimization Rule, Diminishing Step-size, Constant Step-size, Armijo Rule,

Trust Region Algorithms

What are the advantages and disadvantages of each of the above methods for step-size selection? How does the cost per step-size selection compare?

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The purpose of this paper is to compare and contrast several of the most widely used methods for selecting a proper step size in gradientbased optimization methods The methods that we compare are Armi... blur-text-image

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