| 一类新的自适应信赖域算法 |
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| 引用本文： | 路云龙,李文钰. 一类新的自适应信赖域算法[J]. 北华大学学报(自然科学版), 2012, 13(1): 37-40 |
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| 作者姓名： | 路云龙 李文钰 |
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| 作者单位： | 北华大学数学学院,吉林吉林,132033;北华大学数学学院,吉林吉林,132033 |
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| 基金项目： | 吉林省教育厅科学技术研究项目(2009-158) |
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| 摘 要： | 提出了一类新的自适应信赖域算法.该算法利用相邻迭代点的实际下降量与预测下降量的比值加权和来衡量二次模型的近似程度,同时信赖域半径迭代准则采用由Λ-函数给出的一类自适应迭代准则.在一定假设的条件下,算法具有传统信赖域算法的全局收敛性.数值实验表明,算法是稳健和有效的.
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| 关 键 词： | 信赖域方法 自适应 全局收敛性 |
A New Class Self-adaptive Trust Region Algorithm |
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| LU Yun-long,LI Wen-yu. A New Class Self-adaptive Trust Region Algorithm[J]. Journal of Beihua University(Natural Science), 2012, 13(1): 37-40 |
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| Authors: | LU Yun-long LI Wen-yu |
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| Affiliation: | (Mathematics College of Beihua University,Jilin 132033,China) |
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| Abstract: | This paper presents a nwe class of adaptive trust region algorithm.Ratios about the actual reduction and the predicition reduction around adjacent iteration points are weighted.It measures the approximate extent of the quadratic model and the objective fuction at current iterate point by the weighted sum.The trust region update rules adpot the new self-adaptive update rules introduced by Λ-function.Under some suitable assumptions,the algorithm has global convergence of the traditional trust region algorithm.Numerical experiments show that the algorithm is robust and effective. |
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| Keywords: | trust region self-adaptive global convergence |
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