Abstract
In order to assure global convergence while keeping the originally possessed local superlinear rate, the two-sided projected quasi-Newton method discussed in [6] is considerably revised by employing a trust region strategy, introducing a nondifferentiable merit function and adopting a dogleg typed movement. An easy to be implemented algorithm is presented in the paper, followed by a strict theoretical analysis on both global and local properties of the algorithm.
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