A new class of spectral conjugate gradient methods based on a modified secant equation for unconstrained optimization

Conjugate gradient methods have played a special role for solving large scale optimization problems due to the simplicity of their iteration, convergence properties and their low memory requirements. In this work, we propose a new class of spectral conjugate gradient methods which ensures sufficient...

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