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A modification of Armijo's step-size rule for negative curvature
Authors:Garth P McCormick
Institution:(1) George Washington University, Washington, D.C., USA
Abstract:Armijo's step-size procedure for function minimization is modified to include second derivative information. Accumulation points using this procedure are shown to be stationary points with positive semi-definite Hessian matrices.This research was supported by the United States Army Research Office.
Keywords:Unconstrained minimization  Step size procedures  Negative curvature  Second order convergence  Line search  Newton's method
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