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Susan Ghaderi

Researcher at University of Luxembourg

Publications -  8
Citations -  903

Susan Ghaderi is an academic researcher from University of Luxembourg. The author has contributed to research in topics: Rate of convergence & Trust region. The author has an hindex of 6, co-authored 8 publications receiving 582 citations. Previous affiliations of Susan Ghaderi include Razi University.

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Creation and analysis of biochemical constraint-based models using the COBRA Toolbox v.3.0

TL;DR: This protocol provides an overview of all new features of the COBRA Toolbox and can be adapted to generate and analyze constraint-based models in a wide variety of scenarios.
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On efficiency of nonmonotone Armijo-type line searches

TL;DR: This paper proposes two novel nonmonotone terms, combine them into Armijo’s rule and establish the global convergence of sequences generated by these schemes, which are applied to a deblurring problem to recover a blurred/noisy image.
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On efficiency of nonmonotone Armijo-type line searches

TL;DR: In this paper, the authors investigated the efficiency of an Armijo-type line search equipped with some popular non-monotone terms and reported extensive numerical results and comparisons indicating the performance of the non-Monotone Armijao-style line searches using the most popular search directions.
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Two globally convergent nonmonotone trust-region methods for unconstrained optimization

TL;DR: Two new nonmonotone terms are proposed, and their combinations into the traditional trust-region framework are studied, and the global convergence to first- and second-order stationary points and local superlinear and quadratic convergence rates for both algorithms are established.