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Research articles

ScienceAsia (): 27-33 |doi: 10.2306/scienceasia1513-1874...027


A class of nonmonotone trust region algorithm for solving unconstrained nonlinear optimization problems


Fulan˙Ye, Yang˙You, Zhen˙Chen, Baoguo˙Chen*

 
ABSTRACT:     Based on the nonmonotone line search technique proposed by Gu and Mo a nonmonotone trust region algorithm is proposed for solving unconstrained nonlinear optimization problems. The new algorithm is resets the ratio ρk for evaluating whether the trial step dk is acceptable. The global and superlinear convergence of the algorithm are proved under suitable conditions. Numerical results show that the new algorithm is effective.

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Research˙Centre˙for˙Science˙Technology˙and˙Society, Fuzhou˙University˙of˙International˙Studies˙and˙Trade, Fuzhou˙350202, China

* Corresponding author, E-mail: chenbg123@163.com

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Received 10 Jun 2017, Accepted 15 Oct 2017