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Root finding of a system of nonlinear equations using the combination of newton, conjugate gradient and quadrature methods

机译:结合牛顿法,共轭梯度法和正交方法求非线性方程组的根

摘要

A system of nonlinear equations is a well-known problem in many fields of science and engineering. There may have no solution or multiple solutions for the systems. This dissertation is aimed to solve a system of nonlinear equations using combination of Newton, conjugate gradient and quadrature methods. This new method is able to improve the approximated solution of a system of nonlinear equations. C++ compiler is used to achieve the objectives of this dissertation. Besides that, conjugate gradient method is used to find sufficiently accurate starting approximations for the Newton-based techniques. Three examples of system of nonlinear problems have been presented in this dissertation. With the help of C++ compiler, the numerical technique has been reviewed. On the other hand, this dissertation is intended to analyze the efficiency and effectiveness of these methods through numerical simulations. Numerical results show that these methods surpassed the other methods in both efficiency and effectiveness.
机译:在科学和工程学的许多领域中,非线性方程组是一个众所周知的问题。系统可能没有解决方案,也可能没有多个解决方案。本文旨在结合牛顿法,共轭梯度法和正交方法求解非线性方程组。这种新方法能够改善非线性方程组的近似解。本文采用C ++编译器来达到目的。除此之外,共轭梯度法还用于为基于牛顿的技术找到足够准确的起始近似值。本文给出了非线性问题系统的三个例子。借助于C ++编译器,对数值技术进行了回顾。另一方面,本文旨在通过数值模拟来分析这些方法的效率和有效性。数值结果表明,这些方法在效率和有效性上均优于其他方法。

著录项

  • 作者

    Zulkefli Nor Afifah Hanim;

  • 作者单位
  • 年度 2013
  • 总页数
  • 原文格式 PDF
  • 正文语种 en
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