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Unifying semilocal and local convergence of Newton's method on Banach space with a convergence structure

机译:用收敛结构统一牛顿法在Banach空间上的半局部和局部收敛

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摘要

We present a semilocal and local convergence analysis of Newton's method on a Banach space with a convergence structure to locate zeros of operators. P. Meyer introduced the concept of a Banach space with a convergence structure. Using this setting, he presented a finer semilocal convergence analysis for Newton's method than in related studies using the real norm theory. In all these studies the operator involved as well as its Frechet derivative is bounded above by the same bound-operator. In the present study, we introduce a second bound operator which is a special case of the bound-operator leading to tighter majorizing sequences for Newton's method. Using this more flexible combination of bound-operators, we improve the results in the earlier studies. In the semilocal case, we obtain under the same or weaker sufficient convergence conditions more precise error bounds on the distances involved and in the local case not considered in the earlier studies, we obtain a larger radius of convergence. This way we expand the applicability of Newton's method. Some numerical examples are also provided to show the superiority of the new results over the old results.
机译:我们在具有收敛结构以定位算子零点的Banach空间上提出牛顿方法的半局部和局部收敛性分析。 P. Meyer介绍了具有收敛结构的Banach空间的概念。与使用真实范数理论的相关研究相比,他使用此设置对牛顿方法提出了更好的半局部收敛分析。在所有这些研究中,所涉及的算子及其Frechet衍生物均由同一绑定算子限制。在本研究中,我们介绍了第二个绑定算子,这是绑定算子的特例,导致牛顿方法的主化序列更加严格。使用绑定操作符的这种更灵活的组合,我们可以改善早期研究的结果。在半局部情况下,我们在相同或较弱的充分收敛条件下获得了所涉及距离的更精确的误差范围,而在较早研究中未考虑的局部情况下,我们获得了较大的收敛半径。这样,我们扩展了牛顿方法的适用性。还提供了一些数值示例,以显示新结果优于旧结果的优势。

著录项

  • 来源
    《Applied numerical mathematics》 |2017年第5期|225-234|共10页
  • 作者单位

    Cameron University, Department of Mathematics Sciences, Lawton, OK 73505, USA;

    School of Mathematics, Statistics and Computer Sciences, University of KwaZulu-Natal Private Bag X01, Scottsville 3209, Pietermaritzburg,South Africa;

    School of Mathematics, Statistics and Computer Sciences, University of KwaZulu-Natal Private Bag X01, Scottsville 3209, Pietermaritzburg,South Africa,University of Swaziland, Mathematics Department, Private Bag 4, Kwatuseni, M201, Swaziland;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Banach space with a convergence structure; Semilocal convergence; Local convergence; Newton's method;

    机译:具有收敛结构的Banach空间;半局部收敛;局部收敛;牛顿法;

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